Overview

Dataset statistics

Number of variables167
Number of observations2008
Missing cells60766
Missing cells (%)18.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.2 MiB
Average record size in memory2.1 KiB

Variable types

Numeric123
Categorical43
Unsupported1

Warnings

leukemia has constant value "0" Constant
diastolic.blood.pressure is highly correlated with mapHigh correlation
map is highly correlated with diastolic.blood.pressureHigh correlation
eye.opening is highly correlated with GCSHigh correlation
verbal.response is highly correlated with GCSHigh correlation
movement is highly correlated with GCSHigh correlation
EA is highly correlated with tricuspid.valve.return.pressureHigh correlation
tricuspid.valve.return.velocity is highly correlated with tricuspid.valve.return.pressureHigh correlation
tricuspid.valve.return.pressure is highly correlated with EA and 1 other fieldsHigh correlation
death.within.28.days is highly correlated with death.within.3.monthsHigh correlation
death.within.3.months is highly correlated with death.within.28.days and 1 other fieldsHigh correlation
re.admission.within.3.months is highly correlated with time.of.death..days.from.admission.High correlation
death.within.6.months is highly correlated with time.of.death..days.from.admission.High correlation
re.admission.within.6.months is highly correlated with time.of.death..days.from.admission. and 1 other fieldsHigh correlation
time.of.death..days.from.admission. is highly correlated with death.within.3.months and 4 other fieldsHigh correlation
re.admission.time..days.from.admission. is highly correlated with time.to.emergency.department.within.6.monthsHigh correlation
return.to.emergency.department.within.6.months is highly correlated with re.admission.within.6.months and 1 other fieldsHigh correlation
time.to.emergency.department.within.6.months is highly correlated with re.admission.time..days.from.admission.High correlation
white.blood.cell is highly correlated with neutrophil.countHigh correlation
mean.corpuscular.volume is highly correlated with mean.hemoglobin.volumeHigh correlation
hematocrit is highly correlated with hemoglobinHigh correlation
mean.hemoglobin.volume is highly correlated with mean.corpuscular.volumeHigh correlation
eosinophil.ratio is highly correlated with eosinophil.countHigh correlation
eosinophil.count is highly correlated with eosinophil.ratioHigh correlation
hemoglobin is highly correlated with hematocritHigh correlation
platelet is highly correlated with platelet.hematocritHigh correlation
platelet.hematocrit is highly correlated with plateletHigh correlation
neutrophil.count is highly correlated with white.blood.cellHigh correlation
international.normalized.ratio is highly correlated with prothrombin.time.ratioHigh correlation
prothrombin.time.ratio is highly correlated with international.normalized.ratioHigh correlation
hydroxybutyrate.dehydrogenase is highly correlated with lactate.dehydrogenaseHigh correlation
lactate.dehydrogenase is highly correlated with hydroxybutyrate.dehydrogenaseHigh correlation
indirect.bilirubin is highly correlated with total.bilirubinHigh correlation
direct.bilirubin is highly correlated with total.bilirubinHigh correlation
total.bilirubin is highly correlated with indirect.bilirubin and 1 other fieldsHigh correlation
low.density.lipoprotein.cholesterol is highly correlated with apolipoprotein.BHigh correlation
apolipoprotein.B is highly correlated with low.density.lipoprotein.cholesterolHigh correlation
standard.residual.base is highly correlated with standard.bicarbonate and 3 other fieldsHigh correlation
standard.bicarbonate is highly correlated with standard.residual.base and 3 other fieldsHigh correlation
total.carbon.dioxide is highly correlated with standard.residual.base and 3 other fieldsHigh correlation
hematocrit.blood.gas is highly correlated with total.hemoglobinHigh correlation
reduced.hemoglobin is highly correlated with oxygen.saturation and 1 other fieldsHigh correlation
measured.residual.base is highly correlated with standard.residual.base and 3 other fieldsHigh correlation
measured.bicarbonate is highly correlated with standard.residual.base and 3 other fieldsHigh correlation
oxygen.saturation is highly correlated with reduced.hemoglobin and 1 other fieldsHigh correlation
oxyhemoglobin is highly correlated with reduced.hemoglobin and 1 other fieldsHigh correlation
total.hemoglobin is highly correlated with hematocrit.blood.gasHigh correlation
GCS is highly correlated with eye.opening and 2 other fieldsHigh correlation
dementia is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
death.within.3.months is highly correlated with body.temperature.blood.gas and 2 other fieldsHigh correlation
ageCat is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
solid.tumor is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
body.temperature.blood.gas is highly correlated with dementia and 41 other fieldsHigh correlation
oxygen.inhalation is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
liver.disease is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
peripheral.vascular.disease is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
malignant.lymphoma is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
hemiplegia is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
death.within.6.months is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
re.admission.within.28.days is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
occupation is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
connective.tissue.disease is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
gender is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
return.to.emergency.department.within.6.months is highly correlated with body.temperature.blood.gas and 2 other fieldsHigh correlation
diabetes is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
cerebrovascular.disease is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
Killip.grade is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
AIDS is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
acute.renal.failure is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
death.within.28.days is highly correlated with death.within.3.months and 2 other fieldsHigh correlation
visit.times is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
eye.opening is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
type.II.respiratory.failure is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
consciousness is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
Chronic.obstructive.pulmonary.disease is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
type.of.heart.failure is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
respiratory.support. is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
re.admission.within.3.months is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
myocardial.infarction is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
re.admission.within.6.months is highly correlated with body.temperature.blood.gas and 2 other fieldsHigh correlation
admission.ward is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
NYHA.cardiac.function.classification is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
discharge.department is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
DestinationDischarge is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
verbal.response is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
admission.way is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
moderate.to.severe.chronic.kidney.disease is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
leukemia is highly correlated with dementia and 41 other fieldsHigh correlation
peptic.ulcer.disease is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
congestive.heart.failure is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
outcome.during.hospitalization is highly correlated with body.temperature.blood.gas and 1 other fieldsHigh correlation
occupation has 27 (1.3%) missing values Missing
LVEF has 1373 (68.4%) missing values Missing
left.ventricular.end.diastolic.diameter.LV has 697 (34.7%) missing values Missing
mitral.valve.EMS has 1028 (51.2%) missing values Missing
mitral.valve.AMS has 1458 (72.6%) missing values Missing
EA has 1615 (80.4%) missing values Missing
tricuspid.valve.return.velocity has 1218 (60.7%) missing values Missing
tricuspid.valve.return.pressure has 1826 (90.9%) missing values Missing
time.of.death..days.from.admission. has 1964 (97.8%) missing values Missing
re.admission.time..days.from.admission. has 1107 (55.1%) missing values Missing
time.to.emergency.department.within.6.months has 1111 (55.3%) missing values Missing
creatinine.enzymatic.method has 23 (1.1%) missing values Missing
urea has 23 (1.1%) missing values Missing
uric.acid has 23 (1.1%) missing values Missing
glomerular.filtration.rate has 63 (3.1%) missing values Missing
cystatin has 41 (2.0%) missing values Missing
white.blood.cell has 27 (1.3%) missing values Missing
monocyte.ratio has 27 (1.3%) missing values Missing
monocyte.count has 27 (1.3%) missing values Missing
red.blood.cell has 27 (1.3%) missing values Missing
coefficient.of.variation.of.red.blood.cell.distribution.width has 30 (1.5%) missing values Missing
standard.deviation.of.red.blood.cell.distribution.width has 30 (1.5%) missing values Missing
mean.corpuscular.volume has 28 (1.4%) missing values Missing
hematocrit has 28 (1.4%) missing values Missing
lymphocyte.count has 27 (1.3%) missing values Missing
mean.hemoglobin.volume has 28 (1.4%) missing values Missing
mean.hemoglobin.concentration has 27 (1.3%) missing values Missing
mean.platelet.volume has 103 (5.1%) missing values Missing
basophil.ratio has 27 (1.3%) missing values Missing
basophil.count has 27 (1.3%) missing values Missing
eosinophil.ratio has 27 (1.3%) missing values Missing
eosinophil.count has 27 (1.3%) missing values Missing
hemoglobin has 28 (1.4%) missing values Missing
platelet has 27 (1.3%) missing values Missing
platelet.distribution.width has 103 (5.1%) missing values Missing
platelet.hematocrit has 103 (5.1%) missing values Missing
neutrophil.ratio has 27 (1.3%) missing values Missing
neutrophil.count has 27 (1.3%) missing values Missing
D.dimer has 168 (8.4%) missing values Missing
international.normalized.ratio has 35 (1.7%) missing values Missing
activated.partial.thromboplastin.time has 34 (1.7%) missing values Missing
thrombin.time has 34 (1.7%) missing values Missing
prothrombin.activity has 46 (2.3%) missing values Missing
prothrombin.time.ratio has 35 (1.7%) missing values Missing
fibrinogen has 34 (1.7%) missing values Missing
high.sensitivity.troponin has 79 (3.9%) missing values Missing
myoglobin has 1610 (80.2%) missing values Missing
Inorganic.Phosphorus has 1601 (79.7%) missing values Missing
serum.magnesium has 1601 (79.7%) missing values Missing
creatine.kinase.isoenzyme.to.creatine.kinase has 241 (12.0%) missing values Missing
hydroxybutyrate.dehydrogenase.to.lactate.dehydrogenase has 241 (12.0%) missing values Missing
hydroxybutyrate.dehydrogenase has 241 (12.0%) missing values Missing
glutamic.oxaloacetic.transaminase has 253 (12.6%) missing values Missing
creatine.kinase has 241 (12.0%) missing values Missing
creatine.kinase.isoenzyme has 241 (12.0%) missing values Missing
lactate.dehydrogenase has 241 (12.0%) missing values Missing
brain.natriuretic.peptide has 35 (1.7%) missing values Missing
high.sensitivity.protein has 1067 (53.1%) missing values Missing
nucleotidase has 529 (26.3%) missing values Missing
fucosidase has 529 (26.3%) missing values Missing
albumin has 102 (5.1%) missing values Missing
white.globulin.ratio has 102 (5.1%) missing values Missing
cholinesterase has 2008 (100.0%) missing values Missing
glutamyltranspeptidase has 102 (5.1%) missing values Missing
glutamic.pyruvic.transaminase has 102 (5.1%) missing values Missing
glutamic.oxaliplatin has 1416 (70.5%) missing values Missing
indirect.bilirubin has 102 (5.1%) missing values Missing
alkaline.phosphatase has 102 (5.1%) missing values Missing
globulin has 102 (5.1%) missing values Missing
direct.bilirubin has 102 (5.1%) missing values Missing
total.bilirubin has 102 (5.1%) missing values Missing
total.bile.acid has 510 (25.4%) missing values Missing
total.protein has 102 (5.1%) missing values Missing
erythrocyte.sedimentation.rate has 1701 (84.7%) missing values Missing
cholesterol has 198 (9.9%) missing values Missing
low.density.lipoprotein.cholesterol has 198 (9.9%) missing values Missing
triglyceride has 198 (9.9%) missing values Missing
high.density.lipoprotein.cholesterol has 198 (9.9%) missing values Missing
homocysteine has 1862 (92.7%) missing values Missing
apolipoprotein.A has 1832 (91.2%) missing values Missing
apolipoprotein.B has 1832 (91.2%) missing values Missing
lipoprotein has 1832 (91.2%) missing values Missing
pH has 1015 (50.5%) missing values Missing
standard.residual.base has 1015 (50.5%) missing values Missing
standard.bicarbonate has 1015 (50.5%) missing values Missing
partial.pressure.of.carbon.dioxide has 1015 (50.5%) missing values Missing
total.carbon.dioxide has 1015 (50.5%) missing values Missing
methemoglobin has 1016 (50.6%) missing values Missing
hematocrit.blood.gas has 1016 (50.6%) missing values Missing
reduced.hemoglobin has 1016 (50.6%) missing values Missing
potassium.ion has 1015 (50.5%) missing values Missing
chloride.ion has 1015 (50.5%) missing values Missing
sodium.ion has 1015 (50.5%) missing values Missing
glucose.blood.gas has 1015 (50.5%) missing values Missing
lactate has 1015 (50.5%) missing values Missing
measured.residual.base has 1015 (50.5%) missing values Missing
measured.bicarbonate has 1015 (50.5%) missing values Missing
carboxyhemoglobin has 1016 (50.6%) missing values Missing
oxygen.saturation has 1015 (50.5%) missing values Missing
partial.oxygen.pressure has 1015 (50.5%) missing values Missing
oxyhemoglobin has 1016 (50.6%) missing values Missing
anion.gap has 1015 (50.5%) missing values Missing
free.calcium has 1015 (50.5%) missing values Missing
total.hemoglobin has 1016 (50.6%) missing values Missing
BMI is highly skewed (γ1 = 23.62015305) Skewed
thrombin.time is highly skewed (γ1 = 22.98413057) Skewed
Unnamed: 0 is uniformly distributed Uniform
inpatient.number has unique values Unique
Unnamed: 0 has unique values Unique
cholinesterase is an unsupported type, check if it needs cleaning or further analysis Unsupported
CCI.score has 56 (2.8%) zeros Zeros
basophil.ratio has 29 (1.4%) zeros Zeros
basophil.count has 54 (2.7%) zeros Zeros
eosinophil.ratio has 198 (9.9%) zeros Zeros
eosinophil.count has 202 (10.1%) zeros Zeros
high.sensitivity.troponin has 51 (2.5%) zeros Zeros
methemoglobin has 87 (4.3%) zeros Zeros
carboxyhemoglobin has 36 (1.8%) zeros Zeros

Reproduction

Analysis started2021-02-15 19:24:43.270881
Analysis finished2021-02-15 19:25:23.119010
Duration39.85 seconds
Software versionpandas-profiling v2.10.0
Download configurationconfig.yaml

Variables

inpatient.number
Real number (ℝ≥0)

UNIQUE

Distinct2008
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean797747.5428
Minimum722128
Maximum905720
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum722128
5-th percentile733336.7
Q1763164.5
median798758
Q3829399.75
95-th percentile864182.65
Maximum905720
Range183592
Interquartile range (IQR)66235.25

Descriptive statistics

Standard deviation41127.80174
Coefficient of variation (CV)0.0515549087
Kurtosis-1.02926693
Mean797747.5428
Median Absolute Deviation (MAD)32838
Skewness0.02008441369
Sum1601877066
Variance1691496076
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8478681
 
< 0.1%
8103491
 
< 0.1%
8591871
 
< 0.1%
7939391
 
< 0.1%
7550281
 
< 0.1%
8574321
 
< 0.1%
7611791
 
< 0.1%
7796121
 
< 0.1%
8021431
 
< 0.1%
8328681
 
< 0.1%
Other values (1998)1998
99.5%
ValueCountFrequency (%)
7221281
< 0.1%
7233271
< 0.1%
7236171
< 0.1%
7243851
< 0.1%
7255091
< 0.1%
7257771
< 0.1%
7258151
< 0.1%
7258711
< 0.1%
7259101
< 0.1%
7261191
< 0.1%
ValueCountFrequency (%)
9057201
< 0.1%
9051631
< 0.1%
8796011
< 0.1%
8706461
< 0.1%
8702581
< 0.1%
8701271
< 0.1%
8701261
< 0.1%
8699911
< 0.1%
8699871
< 0.1%
8699581
< 0.1%

Unnamed: 0
Real number (ℝ≥0)

UNIFORM
UNIQUE

Distinct2008
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1004.5
Minimum1
Maximum2008
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1
5-th percentile101.35
Q1502.75
median1004.5
Q31506.25
95-th percentile1907.65
Maximum2008
Range2007
Interquartile range (IQR)1003.5

Descriptive statistics

Standard deviation579.8039899
Coefficient of variation (CV)0.5772065603
Kurtosis-1.2
Mean1004.5
Median Absolute Deviation (MAD)502
Skewness0
Sum2017036
Variance336172.6667
MonotocityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20071
 
< 0.1%
13481
 
< 0.1%
13221
 
< 0.1%
13241
 
< 0.1%
13261
 
< 0.1%
13281
 
< 0.1%
13301
 
< 0.1%
13321
 
< 0.1%
13341
 
< 0.1%
13361
 
< 0.1%
Other values (1998)1998
99.5%
ValueCountFrequency (%)
11
< 0.1%
21
< 0.1%
31
< 0.1%
41
< 0.1%
51
< 0.1%
61
< 0.1%
71
< 0.1%
81
< 0.1%
91
< 0.1%
101
< 0.1%
ValueCountFrequency (%)
20081
< 0.1%
20071
< 0.1%
20061
< 0.1%
20051
< 0.1%
20041
< 0.1%
20031
< 0.1%
20021
< 0.1%
20011
< 0.1%
20001
< 0.1%
19991
< 0.1%

DestinationDischarge
Categorical

HIGH CORRELATION

Distinct4
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size126.4 KiB
Home
1344 
HealthcareFacility
438 
Unknown
212 
Died
 
14

Length

Max length18
Median length4
Mean length7.370517928
Min length4

Characters and Unicode

Total characters14800
Distinct characters19
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowHome
2nd rowHome
3rd rowHome
4th rowHome
5th rowHome
ValueCountFrequency (%)
Home1344
66.9%
HealthcareFacility438
 
21.8%
Unknown212
 
10.6%
Died14
 
0.7%
Histogram of lengths of the category
ValueCountFrequency (%)
home1344
66.9%
healthcarefacility438
 
21.8%
unknown212
 
10.6%
died14
 
0.7%

Most occurring characters

ValueCountFrequency (%)
e2234
15.1%
H1782
12.0%
o1556
10.5%
m1344
9.1%
a1314
8.9%
i890
 
6.0%
l876
 
5.9%
t876
 
5.9%
c876
 
5.9%
n636
 
4.3%
Other values (9)2416
16.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter12354
83.5%
Uppercase Letter2446
 
16.5%

Most frequent character per category

ValueCountFrequency (%)
e2234
18.1%
o1556
12.6%
m1344
10.9%
a1314
10.6%
i890
 
7.2%
l876
 
7.1%
t876
 
7.1%
c876
 
7.1%
n636
 
5.1%
h438
 
3.5%
Other values (5)1314
10.6%
ValueCountFrequency (%)
H1782
72.9%
F438
 
17.9%
U212
 
8.7%
D14
 
0.6%

Most occurring scripts

ValueCountFrequency (%)
Latin14800
100.0%

Most frequent character per script

ValueCountFrequency (%)
e2234
15.1%
H1782
12.0%
o1556
10.5%
m1344
9.1%
a1314
8.9%
i890
 
6.0%
l876
 
5.9%
t876
 
5.9%
c876
 
5.9%
n636
 
4.3%
Other values (9)2416
16.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII14800
100.0%

Most frequent character per block

ValueCountFrequency (%)
e2234
15.1%
H1782
12.0%
o1556
10.5%
m1344
9.1%
a1314
8.9%
i890
 
6.0%
l876
 
5.9%
t876
 
5.9%
c876
 
5.9%
n636
 
4.3%
Other values (9)2416
16.3%

admission.ward
Categorical

HIGH CORRELATION

Distinct4
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size131.0 KiB
Cardiology
1547 
GeneralWard
265 
Others
181 
ICU
 
15

Length

Max length11
Median length10
Mean length9.719123506
Min length3

Characters and Unicode

Total characters19516
Distinct characters19
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowCardiology
2nd rowCardiology
3rd rowCardiology
4th rowCardiology
5th rowCardiology
ValueCountFrequency (%)
Cardiology1547
77.0%
GeneralWard265
 
13.2%
Others181
 
9.0%
ICU15
 
0.7%
Histogram of lengths of the category
ValueCountFrequency (%)
cardiology1547
77.0%
generalward265
 
13.2%
others181
 
9.0%
icu15
 
0.7%

Most occurring characters

ValueCountFrequency (%)
o3094
15.9%
r2258
11.6%
a2077
10.6%
d1812
9.3%
l1812
9.3%
C1562
8.0%
i1547
7.9%
g1547
7.9%
y1547
7.9%
e711
 
3.6%
Other values (9)1549
7.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter17213
88.2%
Uppercase Letter2303
 
11.8%

Most frequent character per category

ValueCountFrequency (%)
o3094
18.0%
r2258
13.1%
a2077
12.1%
d1812
10.5%
l1812
10.5%
i1547
9.0%
g1547
9.0%
y1547
9.0%
e711
 
4.1%
n265
 
1.5%
Other values (3)543
 
3.2%
ValueCountFrequency (%)
C1562
67.8%
G265
 
11.5%
W265
 
11.5%
O181
 
7.9%
I15
 
0.7%
U15
 
0.7%

Most occurring scripts

ValueCountFrequency (%)
Latin19516
100.0%

Most frequent character per script

ValueCountFrequency (%)
o3094
15.9%
r2258
11.6%
a2077
10.6%
d1812
9.3%
l1812
9.3%
C1562
8.0%
i1547
7.9%
g1547
7.9%
y1547
7.9%
e711
 
3.6%
Other values (9)1549
7.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII19516
100.0%

Most frequent character per block

ValueCountFrequency (%)
o3094
15.9%
r2258
11.6%
a2077
10.6%
d1812
9.3%
l1812
9.3%
C1562
8.0%
i1547
7.9%
g1547
7.9%
y1547
7.9%
e711
 
3.6%
Other values (9)1549
7.9%

admission.way
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size132.6 KiB
NonEmergency
1052 
Emergency
956 

Length

Max length12
Median length12
Mean length10.57171315
Min length9

Characters and Unicode

Total characters21228
Distinct characters10
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNonEmergency
2nd rowNonEmergency
3rd rowNonEmergency
4th rowEmergency
5th rowNonEmergency
ValueCountFrequency (%)
NonEmergency1052
52.4%
Emergency956
47.6%
Histogram of lengths of the category
ValueCountFrequency (%)
nonemergency1052
52.4%
emergency956
47.6%

Most occurring characters

ValueCountFrequency (%)
e4016
18.9%
n3060
14.4%
E2008
9.5%
m2008
9.5%
r2008
9.5%
g2008
9.5%
c2008
9.5%
y2008
9.5%
N1052
 
5.0%
o1052
 
5.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter18168
85.6%
Uppercase Letter3060
 
14.4%

Most frequent character per category

ValueCountFrequency (%)
e4016
22.1%
n3060
16.8%
m2008
11.1%
r2008
11.1%
g2008
11.1%
c2008
11.1%
y2008
11.1%
o1052
 
5.8%
ValueCountFrequency (%)
E2008
65.6%
N1052
34.4%

Most occurring scripts

ValueCountFrequency (%)
Latin21228
100.0%

Most frequent character per script

ValueCountFrequency (%)
e4016
18.9%
n3060
14.4%
E2008
9.5%
m2008
9.5%
r2008
9.5%
g2008
9.5%
c2008
9.5%
y2008
9.5%
N1052
 
5.0%
o1052
 
5.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII21228
100.0%

Most frequent character per block

ValueCountFrequency (%)
e4016
18.9%
n3060
14.4%
E2008
9.5%
m2008
9.5%
r2008
9.5%
g2008
9.5%
c2008
9.5%
y2008
9.5%
N1052
 
5.0%
o1052
 
5.0%

occupation
Categorical

HIGH CORRELATION
MISSING

Distinct5
Distinct (%)0.3%
Missing27
Missing (%)1.3%
Memory size134.3 KiB
UrbanResident
1670 
farmer
198 
Others
 
89
worker
 
17
Officer
 
7

Length

Max length13
Median length13
Mean length11.90459364
Min length6

Characters and Unicode

Total characters23583
Distinct characters19
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowUrbanResident
2nd rowUrbanResident
3rd rowfarmer
4th rowUrbanResident
5th rowUrbanResident
ValueCountFrequency (%)
UrbanResident1670
83.2%
farmer198
 
9.9%
Others89
 
4.4%
worker17
 
0.8%
Officer7
 
0.3%
(Missing)27
 
1.3%
Histogram of lengths of the category
ValueCountFrequency (%)
urbanresident1670
84.3%
farmer198
 
10.0%
others89
 
4.5%
worker17
 
0.9%
officer7
 
0.4%

Most occurring characters

ValueCountFrequency (%)
e3651
15.5%
n3340
14.2%
r2196
9.3%
a1868
7.9%
s1759
7.5%
t1759
7.5%
i1677
7.1%
U1670
7.1%
b1670
7.1%
R1670
7.1%
Other values (9)2323
9.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter20147
85.4%
Uppercase Letter3436
 
14.6%

Most frequent character per category

ValueCountFrequency (%)
e3651
18.1%
n3340
16.6%
r2196
10.9%
a1868
9.3%
s1759
8.7%
t1759
8.7%
i1677
8.3%
b1670
8.3%
d1670
8.3%
f212
 
1.1%
Other values (6)345
 
1.7%
ValueCountFrequency (%)
U1670
48.6%
R1670
48.6%
O96
 
2.8%

Most occurring scripts

ValueCountFrequency (%)
Latin23583
100.0%

Most frequent character per script

ValueCountFrequency (%)
e3651
15.5%
n3340
14.2%
r2196
9.3%
a1868
7.9%
s1759
7.5%
t1759
7.5%
i1677
7.1%
U1670
7.1%
b1670
7.1%
R1670
7.1%
Other values (9)2323
9.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII23583
100.0%

Most frequent character per block

ValueCountFrequency (%)
e3651
15.5%
n3340
14.2%
r2196
9.3%
a1868
7.9%
s1759
7.5%
t1759
7.5%
i1677
7.1%
U1670
7.1%
b1670
7.1%
R1670
7.1%
Other values (9)2323
9.9%

discharge.department
Categorical

HIGH CORRELATION

Distinct4
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size131.5 KiB
Cardiology
1703 
GeneralWard
241 
Others
 
52
ICU
 
12

Length

Max length11
Median length10
Mean length9.974601594
Min length3

Characters and Unicode

Total characters20029
Distinct characters19
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowCardiology
2nd rowCardiology
3rd rowCardiology
4th rowCardiology
5th rowCardiology
ValueCountFrequency (%)
Cardiology1703
84.8%
GeneralWard241
 
12.0%
Others52
 
2.6%
ICU12
 
0.6%
Histogram of lengths of the category
ValueCountFrequency (%)
cardiology1703
84.8%
generalward241
 
12.0%
others52
 
2.6%
icu12
 
0.6%

Most occurring characters

ValueCountFrequency (%)
o3406
17.0%
r2237
11.2%
a2185
10.9%
d1944
9.7%
l1944
9.7%
C1715
8.6%
i1703
8.5%
g1703
8.5%
y1703
8.5%
e534
 
2.7%
Other values (9)955
 
4.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter17756
88.7%
Uppercase Letter2273
 
11.3%

Most frequent character per category

ValueCountFrequency (%)
o3406
19.2%
r2237
12.6%
a2185
12.3%
d1944
10.9%
l1944
10.9%
i1703
9.6%
g1703
9.6%
y1703
9.6%
e534
 
3.0%
n241
 
1.4%
Other values (3)156
 
0.9%
ValueCountFrequency (%)
C1715
75.5%
G241
 
10.6%
W241
 
10.6%
O52
 
2.3%
I12
 
0.5%
U12
 
0.5%

Most occurring scripts

ValueCountFrequency (%)
Latin20029
100.0%

Most frequent character per script

ValueCountFrequency (%)
o3406
17.0%
r2237
11.2%
a2185
10.9%
d1944
9.7%
l1944
9.7%
C1715
8.6%
i1703
8.5%
g1703
8.5%
y1703
8.5%
e534
 
2.7%
Other values (9)955
 
4.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII20029
100.0%

Most frequent character per block

ValueCountFrequency (%)
o3406
17.0%
r2237
11.2%
a2185
10.9%
d1944
9.7%
l1944
9.7%
C1715
8.6%
i1703
8.5%
g1703
8.5%
y1703
8.5%
e534
 
2.7%
Other values (9)955
 
4.8%

visit.times
Categorical

HIGH CORRELATION

Distinct5
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
1
1860 
2
 
120
3
 
20
4
 
6
5
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row2
4th row1
5th row1
ValueCountFrequency (%)
11860
92.6%
2120
 
6.0%
320
 
1.0%
46
 
0.3%
52
 
0.1%
Histogram of lengths of the category
ValueCountFrequency (%)
11860
92.6%
2120
 
6.0%
320
 
1.0%
46
 
0.3%
52
 
0.1%

Most occurring characters

ValueCountFrequency (%)
11860
92.6%
2120
 
6.0%
320
 
1.0%
46
 
0.3%
52
 
0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
11860
92.6%
2120
 
6.0%
320
 
1.0%
46
 
0.3%
52
 
0.1%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
11860
92.6%
2120
 
6.0%
320
 
1.0%
46
 
0.3%
52
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
11860
92.6%
2120
 
6.0%
320
 
1.0%
46
 
0.3%
52
 
0.1%

gender
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size122.0 KiB
Female
1163 
Male
845 

Length

Max length6
Median length6
Mean length5.158366534
Min length4

Characters and Unicode

Total characters10358
Distinct characters6
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowMale
2nd rowFemale
3rd rowMale
4th rowMale
5th rowFemale
ValueCountFrequency (%)
Female1163
57.9%
Male845
42.1%
Histogram of lengths of the category
ValueCountFrequency (%)
female1163
57.9%
male845
42.1%

Most occurring characters

ValueCountFrequency (%)
e3171
30.6%
a2008
19.4%
l2008
19.4%
F1163
 
11.2%
m1163
 
11.2%
M845
 
8.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter8350
80.6%
Uppercase Letter2008
 
19.4%

Most frequent character per category

ValueCountFrequency (%)
e3171
38.0%
a2008
24.0%
l2008
24.0%
m1163
 
13.9%
ValueCountFrequency (%)
F1163
57.9%
M845
42.1%

Most occurring scripts

ValueCountFrequency (%)
Latin10358
100.0%

Most frequent character per script

ValueCountFrequency (%)
e3171
30.6%
a2008
19.4%
l2008
19.4%
F1163
 
11.2%
m1163
 
11.2%
M845
 
8.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII10358
100.0%

Most frequent character per block

ValueCountFrequency (%)
e3171
30.6%
a2008
19.4%
l2008
19.4%
F1163
 
11.2%
m1163
 
11.2%
M845
 
8.2%

body.temperature
Real number (ℝ≥0)

Distinct33
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36.41648406
Minimum35
Maximum42
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum35
5-th percentile36
Q136.2
median36.3
Q336.5
95-th percentile37.1
Maximum42
Range7
Interquartile range (IQR)0.3

Descriptive statistics

Standard deviation0.4395293365
Coefficient of variation (CV)0.01206951598
Kurtosis19.96858992
Mean36.41648406
Median Absolute Deviation (MAD)0.2
Skewness2.754489419
Sum73124.3
Variance0.1931860376
MonotocityNot monotonic
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
36.5376
18.7%
36.3347
17.3%
36332
16.5%
36.2267
13.3%
36.6141
 
7.0%
36.4130
 
6.5%
36.783
 
4.1%
36.175
 
3.7%
36.873
 
3.6%
3744
 
2.2%
Other values (23)140
 
7.0%
ValueCountFrequency (%)
3514
 
0.7%
35.51
 
< 0.1%
36332
16.5%
36.175
 
3.7%
36.2267
13.3%
36.3347
17.3%
36.4130
 
6.5%
36.5376
18.7%
36.6141
 
7.0%
36.783
 
4.1%
ValueCountFrequency (%)
421
 
< 0.1%
39.11
 
< 0.1%
394
0.2%
38.91
 
< 0.1%
38.61
 
< 0.1%
38.56
0.3%
38.41
 
< 0.1%
38.32
 
0.1%
38.24
0.2%
38.12
 
0.1%

pulse
Real number (ℝ≥0)

Distinct123
Distinct (%)6.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean85.23505976
Minimum0
Maximum198
Zeros1
Zeros (%)< 0.1%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile55.35
Q170
median82
Q398
95-th percentile123
Maximum198
Range198
Interquartile range (IQR)28

Descriptive statistics

Standard deviation21.53921409
Coefficient of variation (CV)0.2527036897
Kurtosis1.242229298
Mean85.23505976
Median Absolute Deviation (MAD)14
Skewness0.6901685973
Sum171152
Variance463.9377438
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8083
 
4.1%
6065
 
3.2%
7862
 
3.1%
7061
 
3.0%
10059
 
2.9%
7657
 
2.8%
7256
 
2.8%
8650
 
2.5%
9045
 
2.2%
9645
 
2.2%
Other values (113)1425
71.0%
ValueCountFrequency (%)
01
 
< 0.1%
321
 
< 0.1%
331
 
< 0.1%
351
 
< 0.1%
362
 
0.1%
371
 
< 0.1%
385
0.2%
404
0.2%
424
0.2%
433
0.1%
ValueCountFrequency (%)
1981
 
< 0.1%
1901
 
< 0.1%
1801
 
< 0.1%
1721
 
< 0.1%
1681
 
< 0.1%
1651
 
< 0.1%
1582
0.1%
1564
0.2%
1552
0.1%
1541
 
< 0.1%

respiration
Real number (ℝ≥0)

Distinct19
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19.08565737
Minimum0
Maximum36
Zeros1
Zeros (%)< 0.1%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile18
Q118
median19
Q319
95-th percentile22
Maximum36
Range36
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.737546181
Coefficient of variation (CV)0.09103936782
Kurtosis24.78761841
Mean19.08565737
Median Absolute Deviation (MAD)1
Skewness2.420444243
Sum38324
Variance3.019066733
MonotocityNot monotonic
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
18798
39.7%
19662
33.0%
20254
 
12.6%
21100
 
5.0%
2272
 
3.6%
1748
 
2.4%
2319
 
0.9%
2418
 
0.9%
2511
 
0.5%
285
 
0.2%
Other values (9)21
 
1.0%
ValueCountFrequency (%)
01
 
< 0.1%
153
 
0.1%
162
 
0.1%
1748
 
2.4%
18798
39.7%
19662
33.0%
20254
 
12.6%
21100
 
5.0%
2272
 
3.6%
2319
 
0.9%
ValueCountFrequency (%)
362
 
0.1%
323
 
0.1%
302
 
0.1%
291
 
< 0.1%
285
 
0.2%
272
 
0.1%
265
 
0.2%
2511
0.5%
2418
0.9%
2319
0.9%

systolic.blood.pressure
Real number (ℝ≥0)

Distinct122
Distinct (%)6.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean131.0567729
Minimum0
Maximum252
Zeros3
Zeros (%)0.1%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile94
Q1113
median130
Q3146.25
95-th percentile174
Maximum252
Range252
Interquartile range (IQR)33.25

Descriptive statistics

Standard deviation24.74167008
Coefficient of variation (CV)0.1887858943
Kurtosis1.226712392
Mean131.0567729
Median Absolute Deviation (MAD)17
Skewness0.2237812962
Sum263162
Variance612.1502381
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
120152
 
7.6%
130144
 
7.2%
140134
 
6.7%
110126
 
6.3%
15098
 
4.9%
10083
 
4.1%
16073
 
3.6%
12455
 
2.7%
9048
 
2.4%
13844
 
2.2%
Other values (112)1051
52.3%
ValueCountFrequency (%)
03
0.1%
501
 
< 0.1%
681
 
< 0.1%
721
 
< 0.1%
731
 
< 0.1%
791
 
< 0.1%
804
0.2%
821
 
< 0.1%
841
 
< 0.1%
851
 
< 0.1%
ValueCountFrequency (%)
2521
 
< 0.1%
2321
 
< 0.1%
2103
0.1%
2092
 
0.1%
2051
 
< 0.1%
2007
0.3%
1982
 
0.1%
1961
 
< 0.1%
1951
 
< 0.1%
1942
 
0.1%

diastolic.blood.pressure
Real number (ℝ≥0)

HIGH CORRELATION

Distinct80
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean76.57320717
Minimum0
Maximum146
Zeros3
Zeros (%)0.1%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile58
Q165
median76
Q385
95-th percentile100
Maximum146
Range146
Interquartile range (IQR)20

Descriptive statistics

Standard deviation14.46124726
Coefficient of variation (CV)0.1888551857
Kurtosis1.387302665
Mean76.57320717
Median Absolute Deviation (MAD)10
Skewness0.2967938491
Sum153759
Variance209.1276724
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
80292
 
14.5%
70223
 
11.1%
60210
 
10.5%
90135
 
6.7%
10082
 
4.1%
6477
 
3.8%
7858
 
2.9%
6855
 
2.7%
7654
 
2.7%
6254
 
2.7%
Other values (70)768
38.2%
ValueCountFrequency (%)
03
 
0.1%
301
 
< 0.1%
332
 
0.1%
402
 
0.1%
461
 
< 0.1%
471
 
< 0.1%
481
 
< 0.1%
5028
1.4%
511
 
< 0.1%
525
 
0.2%
ValueCountFrequency (%)
1461
 
< 0.1%
1303
 
0.1%
1251
 
< 0.1%
1231
 
< 0.1%
12011
0.5%
1191
 
< 0.1%
1182
 
0.1%
1171
 
< 0.1%
1161
 
< 0.1%
1152
 
0.1%

map
Real number (ℝ≥0)

HIGH CORRELATION

Distinct219
Distinct (%)10.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean94.73439575
Minimum0
Maximum181.3333333
Zeros3
Zeros (%)0.1%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile71.33333333
Q183.33333333
median93.33333333
Q3104.6666667
95-th percentile123.3333333
Maximum181.3333333
Range181.3333333
Interquartile range (IQR)21.33333333

Descriptive statistics

Standard deviation16.32376215
Coefficient of variation (CV)0.1723108277
Kurtosis1.913882902
Mean94.73439575
Median Absolute Deviation (MAD)10.66666667
Skewness0.1997073689
Sum190226.6667
Variance266.4652106
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
96.6666666775
 
3.7%
93.3333333374
 
3.7%
83.3333333367
 
3.3%
86.6666666759
 
2.9%
10057
 
2.8%
106.666666754
 
2.7%
9054
 
2.7%
76.6666666744
 
2.2%
8042
 
2.1%
73.3333333342
 
2.1%
Other values (209)1440
71.7%
ValueCountFrequency (%)
03
0.1%
36.666666671
 
< 0.1%
44.666666671
 
< 0.1%
50.666666671
 
< 0.1%
602
0.1%
60.666666671
 
< 0.1%
611
 
< 0.1%
61.333333331
 
< 0.1%
622
0.1%
62.666666672
0.1%
ValueCountFrequency (%)
181.33333331
 
< 0.1%
150.66666671
 
< 0.1%
1502
0.1%
149.33333331
 
< 0.1%
148.33333331
 
< 0.1%
146.66666672
0.1%
143.33333333
0.1%
142.33333331
 
< 0.1%
1421
 
< 0.1%
1403
0.1%

weight
Real number (ℝ≥0)

Distinct86
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean52.48371514
Minimum0
Maximum115
Zeros3
Zeros (%)0.1%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile40
Q145
median50
Q360
95-th percentile72.825
Maximum115
Range115
Interquartile range (IQR)15

Descriptive statistics

Standard deviation10.8959352
Coefficient of variation (CV)0.2076060197
Kurtosis1.761905445
Mean52.48371514
Median Absolute Deviation (MAD)6
Skewness0.6442006202
Sum105387.3
Variance118.7214038
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
60181
 
9.0%
45176
 
8.8%
50173
 
8.6%
40169
 
8.4%
55147
 
7.3%
4892
 
4.6%
4985
 
4.2%
6584
 
4.2%
7060
 
3.0%
4249
 
2.4%
Other values (76)792
39.4%
ValueCountFrequency (%)
03
 
0.1%
81
 
< 0.1%
306
 
0.3%
311
 
< 0.1%
31.51
 
< 0.1%
323
 
0.1%
338
 
0.4%
346
 
0.3%
3531
1.5%
3610
 
0.5%
ValueCountFrequency (%)
1151
 
< 0.1%
961
 
< 0.1%
951
 
< 0.1%
921
 
< 0.1%
911
 
< 0.1%
904
0.2%
881
 
< 0.1%
871
 
< 0.1%
855
0.2%
845
0.2%

height
Real number (ℝ≥0)

Distinct51
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.567868526
Minimum0.35
Maximum1.83
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.35
5-th percentile1.45
Q11.5
median1.56
Q31.62
95-th percentile1.7
Maximum1.83
Range1.48
Interquartile range (IQR)0.12

Descriptive statistics

Standard deviation0.09613838766
Coefficient of variation (CV)0.06131788863
Kurtosis37.61644247
Mean1.567868526
Median Absolute Deviation (MAD)0.06
Skewness-3.154256234
Sum3148.28
Variance0.009242589582
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.5332
16.5%
1.6267
13.3%
1.55233
11.6%
1.7125
 
6.2%
1.65121
 
6.0%
1.58119
 
5.9%
1.5680
 
4.0%
1.4575
 
3.7%
1.5272
 
3.6%
1.6868
 
3.4%
Other values (41)516
25.7%
ValueCountFrequency (%)
0.352
 
0.1%
0.481
 
< 0.1%
0.61
 
< 0.1%
1.21
 
< 0.1%
1.251
 
< 0.1%
1.31
 
< 0.1%
1.355
0.2%
1.361
 
< 0.1%
1.383
0.1%
1.391
 
< 0.1%
ValueCountFrequency (%)
1.831
 
< 0.1%
1.83
 
0.1%
1.791
 
< 0.1%
1.784
 
0.2%
1.771
 
< 0.1%
1.763
 
0.1%
1.7521
1.0%
1.743
 
0.1%
1.737
 
0.3%
1.7232
1.6%

BMI
Real number (ℝ≥0)

SKEWED

Distinct661
Distinct (%)32.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.79139755
Minimum0
Maximum404.0816327
Zeros3
Zeros (%)0.1%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile16.21585464
Q118.49112426
median20.76124567
Q323.4375
95-th percentile28.62258953
Maximum404.0816327
Range404.0816327
Interquartile range (IQR)4.94637574

Descriptive statistics

Standard deviation13.64500938
Coefficient of variation (CV)0.6261649512
Kurtosis634.7045138
Mean21.79139755
Median Absolute Deviation (MAD)2.54097335
Skewness23.62015305
Sum43757.12627
Variance186.186281
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
17.7777777872
 
3.6%
23.437549
 
2.4%
2037
 
1.8%
21.48437532
 
1.6%
22.2222222232
 
1.6%
18.7304890729
 
1.4%
19.5312528
 
1.4%
20.8116545325
 
1.2%
16.6493236224
 
1.2%
20.7612456722
 
1.1%
Other values (651)1658
82.6%
ValueCountFrequency (%)
03
0.1%
3.4626038781
 
< 0.1%
13.061224491
 
< 0.1%
13.31945891
 
< 0.1%
13.333333331
 
< 0.1%
13.512904821
 
< 0.1%
13.714285711
 
< 0.1%
13.793663031
 
< 0.1%
13.858842621
 
< 0.1%
13.971071661
 
< 0.1%
ValueCountFrequency (%)
404.08163272
0.1%
212.67361111
< 0.1%
138.88888891
< 0.1%
39.111111111
< 0.1%
37.551020411
< 0.1%
36.805555561
< 0.1%
35.671819261
< 0.1%
35.156252
0.1%
34.246575341
< 0.1%
34.013605441
< 0.1%

type.of.heart.failure
Categorical

HIGH CORRELATION

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size119.8 KiB
Both
1480 
Left
477 
Right
 
51

Length

Max length5
Median length4
Mean length4.025398406
Min length4

Characters and Unicode

Total characters8083
Distinct characters10
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowBoth
2nd rowBoth
3rd rowBoth
4th rowBoth
5th rowBoth
ValueCountFrequency (%)
Both1480
73.7%
Left477
 
23.8%
Right51
 
2.5%
Histogram of lengths of the category
ValueCountFrequency (%)
both1480
73.7%
left477
 
23.8%
right51
 
2.5%

Most occurring characters

ValueCountFrequency (%)
t2008
24.8%
h1531
18.9%
B1480
18.3%
o1480
18.3%
L477
 
5.9%
e477
 
5.9%
f477
 
5.9%
R51
 
0.6%
i51
 
0.6%
g51
 
0.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter6075
75.2%
Uppercase Letter2008
 
24.8%

Most frequent character per category

ValueCountFrequency (%)
t2008
33.1%
h1531
25.2%
o1480
24.4%
e477
 
7.9%
f477
 
7.9%
i51
 
0.8%
g51
 
0.8%
ValueCountFrequency (%)
B1480
73.7%
L477
 
23.8%
R51
 
2.5%

Most occurring scripts

ValueCountFrequency (%)
Latin8083
100.0%

Most frequent character per script

ValueCountFrequency (%)
t2008
24.8%
h1531
18.9%
B1480
18.3%
o1480
18.3%
L477
 
5.9%
e477
 
5.9%
f477
 
5.9%
R51
 
0.6%
i51
 
0.6%
g51
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII8083
100.0%

Most frequent character per block

ValueCountFrequency (%)
t2008
24.8%
h1531
18.9%
B1480
18.3%
o1480
18.3%
L477
 
5.9%
e477
 
5.9%
f477
 
5.9%
R51
 
0.6%
i51
 
0.6%
g51
 
0.6%

NYHA.cardiac.function.classification
Categorical

HIGH CORRELATION

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size116.8 KiB
III
1039 
IV
616 
II
353 

Length

Max length3
Median length3
Mean length2.517430279
Min length2

Characters and Unicode

Total characters5055
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowIII
2nd rowIII
3rd rowII
4th rowIII
5th rowIII
ValueCountFrequency (%)
III1039
51.7%
IV616
30.7%
II353
 
17.6%
Histogram of lengths of the category
ValueCountFrequency (%)
iii1039
51.7%
iv616
30.7%
ii353
 
17.6%

Most occurring characters

ValueCountFrequency (%)
I4439
87.8%
V616
 
12.2%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter5055
100.0%

Most frequent character per category

ValueCountFrequency (%)
I4439
87.8%
V616
 
12.2%

Most occurring scripts

ValueCountFrequency (%)
Latin5055
100.0%

Most frequent character per script

ValueCountFrequency (%)
I4439
87.8%
V616
 
12.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII5055
100.0%

Most frequent character per block

ValueCountFrequency (%)
I4439
87.8%
V616
 
12.2%

Killip.grade
Categorical

HIGH CORRELATION

Distinct4
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size117.7 KiB
II
1029 
I
527 
III
392 
IV
 
60

Length

Max length3
Median length2
Mean length1.932768924
Min length1

Characters and Unicode

Total characters3881
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowIII
2nd rowI
3rd rowII
4th rowII
5th rowII
ValueCountFrequency (%)
II1029
51.2%
I527
26.2%
III392
 
19.5%
IV60
 
3.0%
Histogram of lengths of the category
ValueCountFrequency (%)
ii1029
51.2%
i527
26.2%
iii392
 
19.5%
iv60
 
3.0%

Most occurring characters

ValueCountFrequency (%)
I3821
98.5%
V60
 
1.5%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter3881
100.0%

Most frequent character per category

ValueCountFrequency (%)
I3821
98.5%
V60
 
1.5%

Most occurring scripts

ValueCountFrequency (%)
Latin3881
100.0%

Most frequent character per script

ValueCountFrequency (%)
I3821
98.5%
V60
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII3881
100.0%

Most frequent character per block

ValueCountFrequency (%)
I3821
98.5%
V60
 
1.5%

myocardial.infarction
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1865 
1
 
143

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
01865
92.9%
1143
 
7.1%
Histogram of lengths of the category
ValueCountFrequency (%)
01865
92.9%
1143
 
7.1%

Most occurring characters

ValueCountFrequency (%)
01865
92.9%
1143
 
7.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01865
92.9%
1143
 
7.1%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01865
92.9%
1143
 
7.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01865
92.9%
1143
 
7.1%

congestive.heart.failure
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
1
1872 
0
 
136

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
11872
93.2%
0136
 
6.8%
Histogram of lengths of the category
ValueCountFrequency (%)
11872
93.2%
0136
 
6.8%

Most occurring characters

ValueCountFrequency (%)
11872
93.2%
0136
 
6.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
11872
93.2%
0136
 
6.8%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
11872
93.2%
0136
 
6.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
11872
93.2%
0136
 
6.8%

peripheral.vascular.disease
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1907 
1
 
101

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
01907
95.0%
1101
 
5.0%
Histogram of lengths of the category
ValueCountFrequency (%)
01907
95.0%
1101
 
5.0%

Most occurring characters

ValueCountFrequency (%)
01907
95.0%
1101
 
5.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01907
95.0%
1101
 
5.0%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01907
95.0%
1101
 
5.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01907
95.0%
1101
 
5.0%

cerebrovascular.disease
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1858 
1
 
150

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
01858
92.5%
1150
 
7.5%
Histogram of lengths of the category
ValueCountFrequency (%)
01858
92.5%
1150
 
7.5%

Most occurring characters

ValueCountFrequency (%)
01858
92.5%
1150
 
7.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01858
92.5%
1150
 
7.5%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01858
92.5%
1150
 
7.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01858
92.5%
1150
 
7.5%

dementia
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1893 
1
 
115

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
01893
94.3%
1115
 
5.7%
Histogram of lengths of the category
ValueCountFrequency (%)
01893
94.3%
1115
 
5.7%

Most occurring characters

ValueCountFrequency (%)
01893
94.3%
1115
 
5.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01893
94.3%
1115
 
5.7%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01893
94.3%
1115
 
5.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01893
94.3%
1115
 
5.7%

Chronic.obstructive.pulmonary.disease
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1775 
1
233 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row0
3rd row0
4th row1
5th row0
ValueCountFrequency (%)
01775
88.4%
1233
 
11.6%
Histogram of lengths of the category
ValueCountFrequency (%)
01775
88.4%
1233
 
11.6%

Most occurring characters

ValueCountFrequency (%)
01775
88.4%
1233
 
11.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01775
88.4%
1233
 
11.6%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01775
88.4%
1233
 
11.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01775
88.4%
1233
 
11.6%

connective.tissue.disease
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
2004 
1
 
4

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
02004
99.8%
14
 
0.2%
Histogram of lengths of the category
ValueCountFrequency (%)
02004
99.8%
14
 
0.2%

Most occurring characters

ValueCountFrequency (%)
02004
99.8%
14
 
0.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
02004
99.8%
14
 
0.2%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
02004
99.8%
14
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
02004
99.8%
14
 
0.2%

peptic.ulcer.disease
Categorical

HIGH CORRELATION

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size117.8 KiB
0.0
1961 
1.0
 
45
nan
 
2

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters6024
Distinct characters5
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row0.0
5th row0.0
ValueCountFrequency (%)
0.01961
97.7%
1.045
 
2.2%
nan2
 
0.1%
Histogram of lengths of the category
ValueCountFrequency (%)
0.01961
97.7%
1.045
 
2.2%
nan2
 
0.1%

Most occurring characters

ValueCountFrequency (%)
03967
65.9%
.2006
33.3%
145
 
0.7%
n4
 
0.1%
a2
 
< 0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number4012
66.6%
Other Punctuation2006
33.3%
Lowercase Letter6
 
0.1%

Most frequent character per category

ValueCountFrequency (%)
03967
98.9%
145
 
1.1%
ValueCountFrequency (%)
n4
66.7%
a2
33.3%
ValueCountFrequency (%)
.2006
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common6018
99.9%
Latin6
 
0.1%

Most frequent character per script

ValueCountFrequency (%)
03967
65.9%
.2006
33.3%
145
 
0.7%
ValueCountFrequency (%)
n4
66.7%
a2
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII6024
100.0%

Most frequent character per block

ValueCountFrequency (%)
03967
65.9%
.2006
33.3%
145
 
0.7%
n4
 
0.1%
a2
 
< 0.1%

diabetes
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1542 
1
466 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
01542
76.8%
1466
 
23.2%
Histogram of lengths of the category
ValueCountFrequency (%)
01542
76.8%
1466
 
23.2%

Most occurring characters

ValueCountFrequency (%)
01542
76.8%
1466
 
23.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01542
76.8%
1466
 
23.2%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01542
76.8%
1466
 
23.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01542
76.8%
1466
 
23.2%
Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size117.8 KiB
0.0
1532 
1.0
474 
nan
 
2

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters6024
Distinct characters5
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row1.0
5th row0.0
ValueCountFrequency (%)
0.01532
76.3%
1.0474
 
23.6%
nan2
 
0.1%
Histogram of lengths of the category
ValueCountFrequency (%)
0.01532
76.3%
1.0474
 
23.6%
nan2
 
0.1%

Most occurring characters

ValueCountFrequency (%)
03538
58.7%
.2006
33.3%
1474
 
7.9%
n4
 
0.1%
a2
 
< 0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number4012
66.6%
Other Punctuation2006
33.3%
Lowercase Letter6
 
0.1%

Most frequent character per category

ValueCountFrequency (%)
03538
88.2%
1474
 
11.8%
ValueCountFrequency (%)
n4
66.7%
a2
33.3%
ValueCountFrequency (%)
.2006
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common6018
99.9%
Latin6
 
0.1%

Most frequent character per script

ValueCountFrequency (%)
03538
58.8%
.2006
33.3%
1474
 
7.9%
ValueCountFrequency (%)
n4
66.7%
a2
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII6024
100.0%

Most frequent character per block

ValueCountFrequency (%)
03538
58.7%
.2006
33.3%
1474
 
7.9%
n4
 
0.1%
a2
 
< 0.1%

hemiplegia
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1996 
1
 
12

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
01996
99.4%
112
 
0.6%
Histogram of lengths of the category
ValueCountFrequency (%)
01996
99.4%
112
 
0.6%

Most occurring characters

ValueCountFrequency (%)
01996
99.4%
112
 
0.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01996
99.4%
112
 
0.6%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01996
99.4%
112
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01996
99.4%
112
 
0.6%

leukemia
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
2008 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
02008
100.0%
Histogram of lengths of the category
ValueCountFrequency (%)
02008
100.0%

Most occurring characters

ValueCountFrequency (%)
02008
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
02008
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
02008
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
02008
100.0%

malignant.lymphoma
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
2007 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
02007
> 99.9%
11
 
< 0.1%
Histogram of lengths of the category
ValueCountFrequency (%)
02007
> 99.9%
11
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
02007
> 99.9%
11
 
< 0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
02007
> 99.9%
11
 
< 0.1%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
02007
> 99.9%
11
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
02007
> 99.9%
11
 
< 0.1%

solid.tumor
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1969 
1
 
39

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
01969
98.1%
139
 
1.9%
Histogram of lengths of the category
ValueCountFrequency (%)
01969
98.1%
139
 
1.9%

Most occurring characters

ValueCountFrequency (%)
01969
98.1%
139
 
1.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01969
98.1%
139
 
1.9%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01969
98.1%
139
 
1.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01969
98.1%
139
 
1.9%

liver.disease
Categorical

HIGH CORRELATION

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size117.8 KiB
0.0
1923 
1.0
 
84
nan
 
1

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters6024
Distinct characters5
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row0.0
5th row0.0
ValueCountFrequency (%)
0.01923
95.8%
1.084
 
4.2%
nan1
 
< 0.1%
Histogram of lengths of the category
ValueCountFrequency (%)
0.01923
95.8%
1.084
 
4.2%
nan1
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
03930
65.2%
.2007
33.3%
184
 
1.4%
n2
 
< 0.1%
a1
 
< 0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number4014
66.6%
Other Punctuation2007
33.3%
Lowercase Letter3
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
03930
97.9%
184
 
2.1%
ValueCountFrequency (%)
n2
66.7%
a1
33.3%
ValueCountFrequency (%)
.2007
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common6021
> 99.9%
Latin3
 
< 0.1%

Most frequent character per script

ValueCountFrequency (%)
03930
65.3%
.2007
33.3%
184
 
1.4%
ValueCountFrequency (%)
n2
66.7%
a1
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII6024
100.0%

Most frequent character per block

ValueCountFrequency (%)
03930
65.2%
.2007
33.3%
184
 
1.4%
n2
 
< 0.1%
a1
 
< 0.1%

AIDS
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
2004 
1
 
4

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
02004
99.8%
14
 
0.2%
Histogram of lengths of the category
ValueCountFrequency (%)
02004
99.8%
14
 
0.2%

Most occurring characters

ValueCountFrequency (%)
02004
99.8%
14
 
0.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
02004
99.8%
14
 
0.2%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
02004
99.8%
14
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
02004
99.8%
14
 
0.2%

CCI.score
Real number (ℝ≥0)

ZEROS

Distinct7
Distinct (%)0.3%
Missing5
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean1.861707439
Minimum0
Maximum6
Zeros56
Zeros (%)2.8%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median2
Q32
95-th percentile4
Maximum6
Range6
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.9614686985
Coefficient of variation (CV)0.5164445704
Kurtosis0.1782298879
Mean1.861707439
Median Absolute Deviation (MAD)1
Skewness0.6436231532
Sum3729
Variance0.9244220582
MonotocityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
1770
38.3%
2699
34.8%
3368
18.3%
494
 
4.7%
056
 
2.8%
515
 
0.7%
61
 
< 0.1%
(Missing)5
 
0.2%
ValueCountFrequency (%)
056
 
2.8%
1770
38.3%
2699
34.8%
3368
18.3%
494
 
4.7%
515
 
0.7%
61
 
< 0.1%
ValueCountFrequency (%)
61
 
< 0.1%
515
 
0.7%
494
 
4.7%
3368
18.3%
2699
34.8%
1770
38.3%
056
 
2.8%

type.II.respiratory.failure
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size129.2 KiB
NonTypeII
1894 
TypeII
 
114

Length

Max length9
Median length9
Mean length8.829681275
Min length6

Characters and Unicode

Total characters17730
Distinct characters8
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNonTypeII
2nd rowNonTypeII
3rd rowNonTypeII
4th rowNonTypeII
5th rowNonTypeII
ValueCountFrequency (%)
NonTypeII1894
94.3%
TypeII114
 
5.7%
Histogram of lengths of the category
ValueCountFrequency (%)
nontypeii1894
94.3%
typeii114
 
5.7%

Most occurring characters

ValueCountFrequency (%)
I4016
22.7%
T2008
11.3%
y2008
11.3%
p2008
11.3%
e2008
11.3%
N1894
10.7%
o1894
10.7%
n1894
10.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter9812
55.3%
Uppercase Letter7918
44.7%

Most frequent character per category

ValueCountFrequency (%)
y2008
20.5%
p2008
20.5%
e2008
20.5%
o1894
19.3%
n1894
19.3%
ValueCountFrequency (%)
I4016
50.7%
T2008
25.4%
N1894
23.9%

Most occurring scripts

ValueCountFrequency (%)
Latin17730
100.0%

Most frequent character per script

ValueCountFrequency (%)
I4016
22.7%
T2008
11.3%
y2008
11.3%
p2008
11.3%
e2008
11.3%
N1894
10.7%
o1894
10.7%
n1894
10.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII17730
100.0%

Most frequent character per block

ValueCountFrequency (%)
I4016
22.7%
T2008
11.3%
y2008
11.3%
p2008
11.3%
e2008
11.3%
N1894
10.7%
o1894
10.7%
n1894
10.7%

consciousness
Categorical

HIGH CORRELATION

Distinct4
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size122.1 KiB
Clear
1974 
ResponsiveToSound
 
19
Nonresponsive
 
11
ResponsiveToPain
 
4

Length

Max length17
Median length5
Mean length5.179282869
Min length5

Characters and Unicode

Total characters10400
Distinct characters18
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowClear
2nd rowClear
3rd rowClear
4th rowClear
5th rowClear
ValueCountFrequency (%)
Clear1974
98.3%
ResponsiveToSound19
 
0.9%
Nonresponsive11
 
0.5%
ResponsiveToPain4
 
0.2%
Histogram of lengths of the category
ValueCountFrequency (%)
clear1974
98.3%
responsivetosound19
 
0.9%
nonresponsive11
 
0.5%
responsivetopain4
 
0.2%

Most occurring characters

ValueCountFrequency (%)
e2042
19.6%
r1985
19.1%
a1978
19.0%
C1974
19.0%
l1974
19.0%
o87
 
0.8%
s68
 
0.7%
n68
 
0.7%
i38
 
0.4%
p34
 
0.3%
Other values (8)152
 
1.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter8346
80.2%
Uppercase Letter2054
 
19.8%

Most frequent character per category

ValueCountFrequency (%)
e2042
24.5%
r1985
23.8%
a1978
23.7%
l1974
23.7%
o87
 
1.0%
s68
 
0.8%
n68
 
0.8%
i38
 
0.5%
p34
 
0.4%
v34
 
0.4%
Other values (2)38
 
0.5%
ValueCountFrequency (%)
C1974
96.1%
R23
 
1.1%
T23
 
1.1%
S19
 
0.9%
N11
 
0.5%
P4
 
0.2%

Most occurring scripts

ValueCountFrequency (%)
Latin10400
100.0%

Most frequent character per script

ValueCountFrequency (%)
e2042
19.6%
r1985
19.1%
a1978
19.0%
C1974
19.0%
l1974
19.0%
o87
 
0.8%
s68
 
0.7%
n68
 
0.7%
i38
 
0.4%
p34
 
0.3%
Other values (8)152
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII10400
100.0%

Most frequent character per block

ValueCountFrequency (%)
e2042
19.6%
r1985
19.1%
a1978
19.0%
C1974
19.0%
l1974
19.0%
o87
 
0.8%
s68
 
0.7%
n68
 
0.7%
i38
 
0.4%
p34
 
0.3%
Other values (8)152
 
1.5%

eye.opening
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct4
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
4
1966 
3
 
25
1
 
14
2
 
3

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row4
2nd row4
3rd row4
4th row4
5th row4
ValueCountFrequency (%)
41966
97.9%
325
 
1.2%
114
 
0.7%
23
 
0.1%
Histogram of lengths of the category
ValueCountFrequency (%)
41966
97.9%
325
 
1.2%
114
 
0.7%
23
 
0.1%

Most occurring characters

ValueCountFrequency (%)
41966
97.9%
325
 
1.2%
114
 
0.7%
23
 
0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
41966
97.9%
325
 
1.2%
114
 
0.7%
23
 
0.1%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
41966
97.9%
325
 
1.2%
114
 
0.7%
23
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
41966
97.9%
325
 
1.2%
114
 
0.7%
23
 
0.1%

verbal.response
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct5
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
5
1964 
3
 
18
1
 
14
2
 
8
4
 
4

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row5
2nd row5
3rd row5
4th row5
5th row5
ValueCountFrequency (%)
51964
97.8%
318
 
0.9%
114
 
0.7%
28
 
0.4%
44
 
0.2%
Histogram of lengths of the category
ValueCountFrequency (%)
51964
97.8%
318
 
0.9%
114
 
0.7%
28
 
0.4%
44
 
0.2%

Most occurring characters

ValueCountFrequency (%)
51964
97.8%
318
 
0.9%
114
 
0.7%
28
 
0.4%
44
 
0.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
51964
97.8%
318
 
0.9%
114
 
0.7%
28
 
0.4%
44
 
0.2%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
51964
97.8%
318
 
0.9%
114
 
0.7%
28
 
0.4%
44
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
51964
97.8%
318
 
0.9%
114
 
0.7%
28
 
0.4%
44
 
0.2%

movement
Real number (ℝ≥0)

HIGH CORRELATION

Distinct6
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.927290837
Minimum1
Maximum6
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1
5-th percentile6
Q16
median6
Q36
95-th percentile6
Maximum6
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.5483064755
Coefficient of variation (CV)0.0925054111
Kurtosis71.06460286
Mean5.927290837
Median Absolute Deviation (MAD)0
Skewness-8.391917614
Sum11902
Variance0.3006399911
MonotocityNot monotonic
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
61959
97.6%
522
 
1.1%
122
 
1.1%
42
 
0.1%
32
 
0.1%
21
 
< 0.1%
ValueCountFrequency (%)
122
 
1.1%
21
 
< 0.1%
32
 
0.1%
42
 
0.1%
522
 
1.1%
61959
97.6%
ValueCountFrequency (%)
61959
97.6%
522
 
1.1%
42
 
0.1%
32
 
0.1%
21
 
< 0.1%
122
 
1.1%

respiratory.support.
Categorical

HIGH CORRELATION

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size119.7 KiB
None
1966 
IMV
 
25
NIMV
 
17

Length

Max length4
Median length4
Mean length3.987549801
Min length3

Characters and Unicode

Total characters8007
Distinct characters7
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNone
2nd rowNone
3rd rowNone
4th rowNone
5th rowNone
ValueCountFrequency (%)
None1966
97.9%
IMV25
 
1.2%
NIMV17
 
0.8%
Histogram of lengths of the category
ValueCountFrequency (%)
none1966
97.9%
imv25
 
1.2%
nimv17
 
0.8%

Most occurring characters

ValueCountFrequency (%)
N1983
24.8%
o1966
24.6%
n1966
24.6%
e1966
24.6%
I42
 
0.5%
M42
 
0.5%
V42
 
0.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter5898
73.7%
Uppercase Letter2109
 
26.3%

Most frequent character per category

ValueCountFrequency (%)
N1983
94.0%
I42
 
2.0%
M42
 
2.0%
V42
 
2.0%
ValueCountFrequency (%)
o1966
33.3%
n1966
33.3%
e1966
33.3%

Most occurring scripts

ValueCountFrequency (%)
Latin8007
100.0%

Most frequent character per script

ValueCountFrequency (%)
N1983
24.8%
o1966
24.6%
n1966
24.6%
e1966
24.6%
I42
 
0.5%
M42
 
0.5%
V42
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII8007
100.0%

Most frequent character per block

ValueCountFrequency (%)
N1983
24.8%
o1966
24.6%
n1966
24.6%
e1966
24.6%
I42
 
0.5%
M42
 
0.5%
V42
 
0.5%

oxygen.inhalation
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size137.1 KiB
OxygenTherapy
1898 
AmbientAir
 
110

Length

Max length13
Median length13
Mean length12.83565737
Min length10

Characters and Unicode

Total characters25774
Distinct characters16
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowOxygenTherapy
2nd rowOxygenTherapy
3rd rowOxygenTherapy
4th rowOxygenTherapy
5th rowOxygenTherapy
ValueCountFrequency (%)
OxygenTherapy1898
94.5%
AmbientAir110
 
5.5%
Histogram of lengths of the category
ValueCountFrequency (%)
oxygentherapy1898
94.5%
ambientair110
 
5.5%

Most occurring characters

ValueCountFrequency (%)
e3906
15.2%
y3796
14.7%
n2008
7.8%
r2008
7.8%
O1898
7.4%
x1898
7.4%
g1898
7.4%
T1898
7.4%
h1898
7.4%
a1898
7.4%
Other values (6)2668
10.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter21758
84.4%
Uppercase Letter4016
 
15.6%

Most frequent character per category

ValueCountFrequency (%)
e3906
18.0%
y3796
17.4%
n2008
9.2%
r2008
9.2%
x1898
8.7%
g1898
8.7%
h1898
8.7%
a1898
8.7%
p1898
8.7%
i220
 
1.0%
Other values (3)330
 
1.5%
ValueCountFrequency (%)
O1898
47.3%
T1898
47.3%
A220
 
5.5%

Most occurring scripts

ValueCountFrequency (%)
Latin25774
100.0%

Most frequent character per script

ValueCountFrequency (%)
e3906
15.2%
y3796
14.7%
n2008
7.8%
r2008
7.8%
O1898
7.4%
x1898
7.4%
g1898
7.4%
T1898
7.4%
h1898
7.4%
a1898
7.4%
Other values (6)2668
10.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII25774
100.0%

Most frequent character per block

ValueCountFrequency (%)
e3906
15.2%
y3796
14.7%
n2008
7.8%
r2008
7.8%
O1898
7.4%
x1898
7.4%
g1898
7.4%
T1898
7.4%
h1898
7.4%
a1898
7.4%
Other values (6)2668
10.4%

fio2
Real number (ℝ≥0)

Distinct15
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean32.67031873
Minimum21
Maximum100
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum21
5-th percentile21
Q133
median33
Q333
95-th percentile33
Maximum100
Range79
Interquartile range (IQR)0

Descriptive statistics

Standard deviation4.756960704
Coefficient of variation (CV)0.1456049677
Kurtosis87.62688207
Mean32.67031873
Median Absolute Deviation (MAD)0
Skewness6.075679312
Sum65602
Variance22.62867514
MonotocityNot monotonic
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
331760
87.6%
21110
 
5.5%
2971
 
3.5%
4126
 
1.3%
4022
 
1.1%
1004
 
0.2%
603
 
0.1%
453
 
0.1%
542
 
0.1%
502
 
0.1%
Other values (5)5
 
0.2%
ValueCountFrequency (%)
21110
 
5.5%
2971
 
3.5%
331760
87.6%
351
 
< 0.1%
4022
 
1.1%
4126
 
1.3%
453
 
0.1%
502
 
0.1%
531
 
< 0.1%
542
 
0.1%
ValueCountFrequency (%)
1004
 
0.2%
801
 
< 0.1%
611
 
< 0.1%
603
 
0.1%
551
 
< 0.1%
542
 
0.1%
531
 
< 0.1%
502
 
0.1%
453
 
0.1%
4126
1.3%

acute.renal.failure
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
2001 
1
 
7

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
02001
99.7%
17
 
0.3%
Histogram of lengths of the category
ValueCountFrequency (%)
02001
99.7%
17
 
0.3%

Most occurring characters

ValueCountFrequency (%)
02001
99.7%
17
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
02001
99.7%
17
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
02001
99.7%
17
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
02001
99.7%
17
 
0.3%

LVEF
Real number (ℝ≥0)

MISSING

Distinct66
Distinct (%)10.4%
Missing1373
Missing (%)68.4%
Infinite0
Infinite (%)0.0%
Mean50.68299213
Minimum5
Maximum82
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum5
5-th percentile28
Q141
median51
Q361
95-th percentile70.3
Maximum82
Range77
Interquartile range (IQR)20

Descriptive statistics

Standard deviation13.22170071
Coefficient of variation (CV)0.2608705633
Kurtosis-0.4950730895
Mean50.68299213
Median Absolute Deviation (MAD)10
Skewness-0.2370849207
Sum32183.7
Variance174.8133696
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
6023
 
1.1%
6422
 
1.1%
5022
 
1.1%
4521
 
1.0%
6819
 
0.9%
6319
 
0.9%
5719
 
0.9%
5218
 
0.9%
5418
 
0.9%
4818
 
0.9%
Other values (56)436
 
21.7%
(Missing)1373
68.4%
ValueCountFrequency (%)
51
 
< 0.1%
161
 
< 0.1%
171
 
< 0.1%
191
 
< 0.1%
201
 
< 0.1%
212
 
0.1%
223
0.1%
232
 
0.1%
246
0.3%
253
0.1%
ValueCountFrequency (%)
821
 
< 0.1%
811
 
< 0.1%
791
 
< 0.1%
782
 
0.1%
761
 
< 0.1%
755
0.2%
746
0.3%
732
 
0.1%
728
0.4%
715
0.2%

left.ventricular.end.diastolic.diameter.LV
Real number (ℝ≥0)

MISSING

Distinct63
Distinct (%)4.8%
Missing697
Missing (%)34.7%
Infinite0
Infinite (%)0.0%
Mean53.11001526
Minimum0.3
Maximum88
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.3
5-th percentile37
Q145
median53
Q360
95-th percentile73
Maximum88
Range87.7
Interquartile range (IQR)15

Descriptive statistics

Standard deviation10.92450524
Coefficient of variation (CV)0.2056957655
Kurtosis0.6255192228
Mean53.11001526
Median Absolute Deviation (MAD)7
Skewness0.2939534299
Sum69627.23
Variance119.3448148
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5458
 
2.9%
5356
 
2.8%
4656
 
2.8%
5655
 
2.7%
4551
 
2.5%
5047
 
2.3%
5546
 
2.3%
5845
 
2.2%
4344
 
2.2%
5144
 
2.2%
Other values (53)809
40.3%
(Missing)697
34.7%
ValueCountFrequency (%)
0.31
 
< 0.1%
0.931
 
< 0.1%
221
 
< 0.1%
282
 
0.1%
293
 
0.1%
301
 
< 0.1%
313
 
0.1%
322
 
0.1%
333
 
0.1%
348
0.4%
ValueCountFrequency (%)
883
 
0.1%
871
 
< 0.1%
861
 
< 0.1%
851
 
< 0.1%
831
 
< 0.1%
824
0.2%
811
 
< 0.1%
806
0.3%
794
0.2%
788
0.4%

mitral.valve.EMS
Real number (ℝ≥0)

MISSING

Distinct199
Distinct (%)20.3%
Missing1028
Missing (%)51.2%
Infinite0
Infinite (%)0.0%
Mean4.849591837
Minimum0.03
Maximum409
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.03
5-th percentile0.46
Q10.7675
median1.01
Q31.28
95-th percentile2.1
Maximum409
Range408.97
Interquartile range (IQR)0.5125

Descriptive statistics

Standard deviation38.58805861
Coefficient of variation (CV)7.956970383
Kurtosis103.9772004
Mean4.849591837
Median Absolute Deviation (MAD)0.26
Skewness10.27411183
Sum4752.6
Variance1489.038268
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
123
 
1.1%
0.9218
 
0.9%
1.315
 
0.7%
0.9315
 
0.7%
1.115
 
0.7%
1.0714
 
0.7%
1.214
 
0.7%
0.9414
 
0.7%
0.9813
 
0.6%
0.8413
 
0.6%
Other values (189)826
41.1%
(Missing)1028
51.2%
ValueCountFrequency (%)
0.031
< 0.1%
0.051
< 0.1%
0.071
< 0.1%
0.191
< 0.1%
0.231
< 0.1%
0.242
0.1%
0.291
< 0.1%
0.31
< 0.1%
0.311
< 0.1%
0.321
< 0.1%
ValueCountFrequency (%)
4091
< 0.1%
4081
< 0.1%
4071
< 0.1%
4061
< 0.1%
4052
0.1%
4031
< 0.1%
4012
0.1%
441
< 0.1%
361
< 0.1%
3.91
< 0.1%

mitral.valve.AMS
Real number (ℝ≥0)

MISSING

Distinct133
Distinct (%)24.2%
Missing1458
Missing (%)72.6%
Infinite0
Infinite (%)0.0%
Mean4.086738182
Minimum0.06
Maximum408
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.06
5-th percentile0.3645
Q10.59
median0.83
Q31.05
95-th percentile1.3765
Maximum408
Range407.94
Interquartile range (IQR)0.46

Descriptive statistics

Standard deviation34.59758773
Coefficient of variation (CV)8.465819485
Kurtosis128.635543
Mean4.086738182
Median Absolute Deviation (MAD)0.23
Skewness11.3365299
Sum2247.706
Variance1196.993077
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.7913
 
0.6%
0.8511
 
0.5%
0.9311
 
0.5%
0.5311
 
0.5%
110
 
0.5%
0.5210
 
0.5%
1.089
 
0.4%
1.059
 
0.4%
0.568
 
0.4%
0.988
 
0.4%
Other values (123)450
 
22.4%
(Missing)1458
72.6%
ValueCountFrequency (%)
0.061
 
< 0.1%
0.11
 
< 0.1%
0.121
 
< 0.1%
0.251
 
< 0.1%
0.272
0.1%
0.282
0.1%
0.291
 
< 0.1%
0.32
0.1%
0.312
0.1%
0.323
0.1%
ValueCountFrequency (%)
4081
< 0.1%
4061
< 0.1%
4012
0.1%
991
< 0.1%
402
0.1%
2.81
< 0.1%
2.21
< 0.1%
1.841
< 0.1%
1.761
< 0.1%
1.721
< 0.1%

EA
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct309
Distinct (%)78.6%
Missing1615
Missing (%)80.4%
Infinite0
Infinite (%)0.0%
Mean1.289686005
Minimum0.0616
Maximum21.3
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.0616
5-th percentile0.4492
Q10.656
median0.98
Q31.606
95-th percentile2.7958
Maximum21.3
Range21.2384
Interquartile range (IQR)0.95

Descriptive statistics

Standard deviation1.289602837
Coefficient of variation (CV)0.9999355127
Kurtosis148.5306068
Mean1.289686005
Median Absolute Deviation (MAD)0.391
Skewness9.973759441
Sum506.8466
Variance1.663075477
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.55
 
0.2%
0.645
 
0.2%
0.624
 
0.2%
1.244
 
0.2%
0.854
 
0.2%
0.844
 
0.2%
0.694
 
0.2%
0.564
 
0.2%
0.784
 
0.2%
0.63
 
0.1%
Other values (299)352
 
17.5%
(Missing)1615
80.4%
ValueCountFrequency (%)
0.06161
< 0.1%
0.0731
< 0.1%
0.0831
< 0.1%
0.2751
< 0.1%
0.2951
< 0.1%
0.351
< 0.1%
0.361
< 0.1%
0.3681
< 0.1%
0.3752
0.1%
0.391
< 0.1%
ValueCountFrequency (%)
21.31
< 0.1%
71
< 0.1%
41
< 0.1%
3.7581
< 0.1%
3.561
< 0.1%
3.51
< 0.1%
3.431
< 0.1%
3.42
0.1%
3.3961
< 0.1%
3.281
< 0.1%

tricuspid.valve.return.velocity
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct102
Distinct (%)12.9%
Missing1218
Missing (%)60.7%
Infinite0
Infinite (%)0.0%
Mean2.990506329
Minimum0.9
Maximum5.76
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.9
5-th percentile2.1
Q12.6
median2.9
Q33.3475
95-th percentile4.0055
Maximum5.76
Range4.86
Interquartile range (IQR)0.7475

Descriptive statistics

Standard deviation0.6181531402
Coefficient of variation (CV)0.2067051771
Kurtosis1.356400732
Mean2.990506329
Median Absolute Deviation (MAD)0.4
Skewness0.3694528445
Sum2362.5
Variance0.3821133048
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.864
 
3.2%
2.961
 
3.0%
2.657
 
2.8%
350
 
2.5%
2.748
 
2.4%
3.344
 
2.2%
3.142
 
2.1%
2.540
 
2.0%
3.233
 
1.6%
3.429
 
1.4%
Other values (92)322
 
16.0%
(Missing)1218
60.7%
ValueCountFrequency (%)
0.91
 
< 0.1%
1.12
0.1%
1.21
 
< 0.1%
1.34
0.2%
1.361
 
< 0.1%
1.41
 
< 0.1%
1.461
 
< 0.1%
1.62
0.1%
1.74
0.2%
1.82
0.1%
ValueCountFrequency (%)
5.761
 
< 0.1%
5.261
 
< 0.1%
5.13
0.1%
51
 
< 0.1%
4.91
 
< 0.1%
4.81
 
< 0.1%
4.62
 
0.1%
4.55
0.2%
4.45
0.2%
4.34
0.2%

tricuspid.valve.return.pressure
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct58
Distinct (%)31.9%
Missing1826
Missing (%)90.9%
Infinite0
Infinite (%)0.0%
Mean35.91098901
Minimum1.7
Maximum87
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1.7
5-th percentile18
Q127.25
median34
Q343
95-th percentile58.95
Maximum87
Range85.3
Interquartile range (IQR)15.75

Descriptive statistics

Standard deviation13.69848119
Coefficient of variation (CV)0.3814565281
Kurtosis1.472612623
Mean35.91098901
Median Absolute Deviation (MAD)8
Skewness0.6663054166
Sum6535.8
Variance187.6483869
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
258
 
0.4%
288
 
0.4%
338
 
0.4%
307
 
0.3%
407
 
0.3%
247
 
0.3%
347
 
0.3%
296
 
0.3%
316
 
0.3%
396
 
0.3%
Other values (48)112
 
5.6%
(Missing)1826
90.9%
ValueCountFrequency (%)
1.71
 
< 0.1%
2.11
 
< 0.1%
31
 
< 0.1%
71
 
< 0.1%
141
 
< 0.1%
14.71
 
< 0.1%
151
 
< 0.1%
161
 
< 0.1%
171
 
< 0.1%
184
0.2%
ValueCountFrequency (%)
871
 
< 0.1%
821
 
< 0.1%
811
 
< 0.1%
643
0.1%
631
 
< 0.1%
593
0.1%
582
0.1%
572
0.1%
562
0.1%
543
0.1%

outcome.during.hospitalization
Categorical

HIGH CORRELATION

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size123.4 KiB
Alive
1890 
DischargeAgainstOrder
 
107
Dead
 
11

Length

Max length21
Median length5
Mean length5.847111554
Min length4

Characters and Unicode

Total characters11741
Distinct characters16
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAlive
2nd rowAlive
3rd rowAlive
4th rowAlive
5th rowAlive
ValueCountFrequency (%)
Alive1890
94.1%
DischargeAgainstOrder107
 
5.3%
Dead11
 
0.5%
Histogram of lengths of the category
ValueCountFrequency (%)
alive1890
94.1%
dischargeagainstorder107
 
5.3%
dead11
 
0.5%

Most occurring characters

ValueCountFrequency (%)
e2115
18.0%
i2104
17.9%
A1997
17.0%
l1890
16.1%
v1890
16.1%
r321
 
2.7%
a225
 
1.9%
s214
 
1.8%
g214
 
1.8%
D118
 
1.0%
Other values (6)653
 
5.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter9519
81.1%
Uppercase Letter2222
 
18.9%

Most frequent character per category

ValueCountFrequency (%)
e2115
22.2%
i2104
22.1%
l1890
19.9%
v1890
19.9%
r321
 
3.4%
a225
 
2.4%
s214
 
2.2%
g214
 
2.2%
d118
 
1.2%
c107
 
1.1%
Other values (3)321
 
3.4%
ValueCountFrequency (%)
A1997
89.9%
D118
 
5.3%
O107
 
4.8%

Most occurring scripts

ValueCountFrequency (%)
Latin11741
100.0%

Most frequent character per script

ValueCountFrequency (%)
e2115
18.0%
i2104
17.9%
A1997
17.0%
l1890
16.1%
v1890
16.1%
r321
 
2.7%
a225
 
1.9%
s214
 
1.8%
g214
 
1.8%
D118
 
1.0%
Other values (6)653
 
5.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII11741
100.0%

Most frequent character per block

ValueCountFrequency (%)
e2115
18.0%
i2104
17.9%
A1997
17.0%
l1890
16.1%
v1890
16.1%
r321
 
2.7%
a225
 
1.9%
s214
 
1.8%
g214
 
1.8%
D118
 
1.0%
Other values (6)653
 
5.6%

death.within.28.days
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1971 
1
 
37

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
01971
98.2%
137
 
1.8%
Histogram of lengths of the category
ValueCountFrequency (%)
01971
98.2%
137
 
1.8%

Most occurring characters

ValueCountFrequency (%)
01971
98.2%
137
 
1.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01971
98.2%
137
 
1.8%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01971
98.2%
137
 
1.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01971
98.2%
137
 
1.8%

re.admission.within.28.days
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1868 
1
 
140

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row1
5th row0
ValueCountFrequency (%)
01868
93.0%
1140
 
7.0%
Histogram of lengths of the category
ValueCountFrequency (%)
01868
93.0%
1140
 
7.0%

Most occurring characters

ValueCountFrequency (%)
01868
93.0%
1140
 
7.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01868
93.0%
1140
 
7.0%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01868
93.0%
1140
 
7.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01868
93.0%
1140
 
7.0%

death.within.3.months
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1966 
1
 
42

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
01966
97.9%
142
 
2.1%
Histogram of lengths of the category
ValueCountFrequency (%)
01966
97.9%
142
 
2.1%

Most occurring characters

ValueCountFrequency (%)
01966
97.9%
142
 
2.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01966
97.9%
142
 
2.1%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01966
97.9%
142
 
2.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01966
97.9%
142
 
2.1%

re.admission.within.3.months
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1510 
1
498 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row1
5th row0
ValueCountFrequency (%)
01510
75.2%
1498
 
24.8%
Histogram of lengths of the category
ValueCountFrequency (%)
01510
75.2%
1498
 
24.8%

Most occurring characters

ValueCountFrequency (%)
01510
75.2%
1498
 
24.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01510
75.2%
1498
 
24.8%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01510
75.2%
1498
 
24.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01510
75.2%
1498
 
24.8%

death.within.6.months
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1951 
1
 
57

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
01951
97.2%
157
 
2.8%
Histogram of lengths of the category
ValueCountFrequency (%)
01951
97.2%
157
 
2.8%

Most occurring characters

ValueCountFrequency (%)
01951
97.2%
157
 
2.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01951
97.2%
157
 
2.8%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01951
97.2%
157
 
2.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01951
97.2%
157
 
2.8%

re.admission.within.6.months
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size113.9 KiB
0
1235 
1
773 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters2008
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row1
5th row0
ValueCountFrequency (%)
01235
61.5%
1773
38.5%
Histogram of lengths of the category
ValueCountFrequency (%)
01235
61.5%
1773
38.5%

Most occurring characters

ValueCountFrequency (%)
01235
61.5%
1773
38.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2008
100.0%

Most frequent character per category

ValueCountFrequency (%)
01235
61.5%
1773
38.5%

Most occurring scripts

ValueCountFrequency (%)
Common2008
100.0%

Most frequent character per script

ValueCountFrequency (%)
01235
61.5%
1773
38.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII2008
100.0%

Most frequent character per block

ValueCountFrequency (%)
01235
61.5%
1773
38.5%

time.of.death..days.from.admission.
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct23
Distinct (%)52.3%
Missing1964
Missing (%)97.8%
Infinite0
Infinite (%)0.0%
Mean29.52272727
Minimum1
Maximum350
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median4.5
Q318.75
95-th percentile211.6
Maximum350
Range349
Interquartile range (IQR)16.75

Descriptive statistics

Standard deviation72.452226
Coefficient of variation (CV)2.45411697
Kurtosis12.05481138
Mean29.52272727
Median Absolute Deviation (MAD)3.5
Skewness3.537499876
Sum1299
Variance5249.325053
MonotocityNot monotonic
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
29
 
0.4%
37
 
0.3%
14
 
0.2%
252
 
0.1%
82
 
0.1%
52
 
0.1%
42
 
0.1%
61
 
< 0.1%
141
 
< 0.1%
171
 
< 0.1%
Other values (13)13
 
0.6%
(Missing)1964
97.8%
ValueCountFrequency (%)
14
0.2%
29
0.4%
37
0.3%
42
 
0.1%
52
 
0.1%
61
 
< 0.1%
82
 
0.1%
91
 
< 0.1%
111
 
< 0.1%
141
 
< 0.1%
ValueCountFrequency (%)
3501
< 0.1%
2691
< 0.1%
2381
< 0.1%
621
< 0.1%
521
< 0.1%
351
< 0.1%
291
< 0.1%
261
< 0.1%
252
0.1%
211
< 0.1%

re.admission.time..days.from.admission.
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct311
Distinct (%)34.5%
Missing1107
Missing (%)55.1%
Infinite0
Infinite (%)0.0%
Mean126.7114317
Minimum1
Maximum2280
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1
5-th percentile16
Q142
median83
Q3166
95-th percentile369
Maximum2280
Range2279
Interquartile range (IQR)124

Descriptive statistics

Standard deviation145.0253425
Coefficient of variation (CV)1.144532427
Kurtosis56.89551047
Mean126.7114317
Median Absolute Deviation (MAD)49
Skewness5.118868644
Sum114167
Variance21032.34997
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3212
 
0.6%
2011
 
0.5%
2211
 
0.5%
7510
 
0.5%
1610
 
0.5%
7810
 
0.5%
409
 
0.4%
489
 
0.4%
619
 
0.4%
879
 
0.4%
Other values (301)801
39.9%
(Missing)1107
55.1%
ValueCountFrequency (%)
11
 
< 0.1%
22
 
0.1%
41
 
< 0.1%
51
 
< 0.1%
65
0.2%
71
 
< 0.1%
82
 
0.1%
93
0.1%
101
 
< 0.1%
112
 
0.1%
ValueCountFrequency (%)
22801
< 0.1%
8881
< 0.1%
8241
< 0.1%
7951
< 0.1%
7571
< 0.1%
7451
< 0.1%
6771
< 0.1%
6621
< 0.1%
6451
< 0.1%
6441
< 0.1%

return.to.emergency.department.within.6.months
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size117.8 KiB
0.0
1232 
1.0
775 
nan
 
1

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters6024
Distinct characters5
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row1.0
5th row0.0
ValueCountFrequency (%)
0.01232
61.4%
1.0775
38.6%
nan1
 
< 0.1%
Histogram of lengths of the category
ValueCountFrequency (%)
0.01232
61.4%
1.0775
38.6%
nan1
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
03239
53.8%
.2007
33.3%
1775
 
12.9%
n2
 
< 0.1%
a1
 
< 0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number4014
66.6%
Other Punctuation2007
33.3%
Lowercase Letter3
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
03239
80.7%
1775
 
19.3%
ValueCountFrequency (%)
n2
66.7%
a1
33.3%
ValueCountFrequency (%)
.2007
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common6021
> 99.9%
Latin3
 
< 0.1%

Most frequent character per script

ValueCountFrequency (%)
03239
53.8%
.2007
33.3%
1775
 
12.9%
ValueCountFrequency (%)
n2
66.7%
a1
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII6024
100.0%

Most frequent character per block

ValueCountFrequency (%)
03239
53.8%
.2007
33.3%
1775
 
12.9%
n2
 
< 0.1%
a1
 
< 0.1%

time.to.emergency.department.within.6.months
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct311
Distinct (%)34.7%
Missing1111
Missing (%)55.3%
Infinite0
Infinite (%)0.0%
Mean126.7346711
Minimum1
Maximum2280
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1
5-th percentile16
Q142
median83
Q3166
95-th percentile369
Maximum2280
Range2279
Interquartile range (IQR)124

Descriptive statistics

Standard deviation145.1001688
Coefficient of variation (CV)1.144912971
Kurtosis57.03062977
Mean126.7346711
Median Absolute Deviation (MAD)49
Skewness5.12976136
Sum113681
Variance21054.05899
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3212
 
0.6%
2011
 
0.5%
2211
 
0.5%
7810
 
0.5%
1610
 
0.5%
7510
 
0.5%
409
 
0.4%
749
 
0.4%
699
 
0.4%
269
 
0.4%
Other values (301)797
39.7%
(Missing)1111
55.3%
ValueCountFrequency (%)
11
 
< 0.1%
22
 
0.1%
41
 
< 0.1%
51
 
< 0.1%
65
0.2%
71
 
< 0.1%
82
 
0.1%
93
0.1%
101
 
< 0.1%
112
 
0.1%
ValueCountFrequency (%)
22801
< 0.1%
8881
< 0.1%
8241
< 0.1%
7951
< 0.1%
7571
< 0.1%
7451
< 0.1%
6771
< 0.1%
6621
< 0.1%
6451
< 0.1%
6441
< 0.1%

creatinine.enzymatic.method
Real number (ℝ≥0)

MISSING

Distinct1117
Distinct (%)56.3%
Missing23
Missing (%)1.1%
Infinite0
Infinite (%)0.0%
Mean108.9163728
Minimum27.6
Maximum963.4
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum27.6
5-th percentile47
Q164.9
median87.1
Q3122.7
95-th percentile246.8
Maximum963.4
Range935.8
Interquartile range (IQR)57.8

Descriptive statistics

Standard deviation79.12159276
Coefficient of variation (CV)0.7264435156
Kurtosis22.00038974
Mean108.9163728
Median Absolute Deviation (MAD)25.5
Skewness3.767642173
Sum216199
Variance6260.22644
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
72.810
 
0.5%
63.28
 
0.4%
106.68
 
0.4%
717
 
0.3%
67.57
 
0.3%
68.77
 
0.3%
66.97
 
0.3%
61.86
 
0.3%
69.76
 
0.3%
54.86
 
0.3%
Other values (1107)1913
95.3%
(Missing)23
 
1.1%
ValueCountFrequency (%)
27.61
< 0.1%
28.41
< 0.1%
29.61
< 0.1%
29.71
< 0.1%
30.51
< 0.1%
31.81
< 0.1%
32.41
< 0.1%
32.71
< 0.1%
33.61
< 0.1%
351
< 0.1%
ValueCountFrequency (%)
963.41
< 0.1%
897.11
< 0.1%
689.81
< 0.1%
653.61
< 0.1%
636.81
< 0.1%
604.41
< 0.1%
578.71
< 0.1%
561.21
< 0.1%
553.91
< 0.1%
5441
< 0.1%

urea
Real number (ℝ≥0)

MISSING

Distinct1098
Distinct (%)55.3%
Missing23
Missing (%)1.1%
Infinite0
Infinite (%)0.0%
Mean9.565355164
Minimum1.58
Maximum45.63
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1.58
5-th percentile3.822
Q15.9
median8.03
Q311.54
95-th percentile21.106
Maximum45.63
Range44.05
Interquartile range (IQR)5.64

Descriptive statistics

Standard deviation5.546017596
Coefficient of variation (CV)0.5798025793
Kurtosis5.174518823
Mean9.565355164
Median Absolute Deviation (MAD)2.54
Skewness1.908860394
Sum18987.23
Variance30.75831118
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4.438
 
0.4%
6.427
 
0.3%
5.527
 
0.3%
7.586
 
0.3%
5.96
 
0.3%
6.466
 
0.3%
4.836
 
0.3%
5.336
 
0.3%
6.646
 
0.3%
6.246
 
0.3%
Other values (1088)1921
95.7%
(Missing)23
 
1.1%
ValueCountFrequency (%)
1.581
< 0.1%
1.711
< 0.1%
1.731
< 0.1%
1.861
< 0.1%
1.871
< 0.1%
2.131
< 0.1%
2.262
0.1%
2.282
0.1%
2.381
< 0.1%
2.41
< 0.1%
ValueCountFrequency (%)
45.631
< 0.1%
44.81
< 0.1%
41.471
< 0.1%
37.181
< 0.1%
37.151
< 0.1%
36.811
< 0.1%
36.181
< 0.1%
35.871
< 0.1%
35.681
< 0.1%
35.551
< 0.1%

uric.acid
Real number (ℝ≥0)

MISSING

Distinct626
Distinct (%)31.5%
Missing23
Missing (%)1.1%
Infinite0
Infinite (%)0.0%
Mean483.0186398
Minimum62
Maximum1409
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum62
5-th percentile255
Q1361
median458
Q3572
95-th percentile802.8
Maximum1409
Range1347
Interquartile range (IQR)211

Descriptive statistics

Standard deviation169.6550288
Coefficient of variation (CV)0.3512390926
Kurtosis1.125551647
Mean483.0186398
Median Absolute Deviation (MAD)104
Skewness0.8689756494
Sum958792
Variance28782.82879
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
34212
 
0.6%
39711
 
0.5%
40011
 
0.5%
44910
 
0.5%
45210
 
0.5%
54410
 
0.5%
35910
 
0.5%
36410
 
0.5%
4689
 
0.4%
4099
 
0.4%
Other values (616)1883
93.8%
(Missing)23
 
1.1%
ValueCountFrequency (%)
621
 
< 0.1%
1291
 
< 0.1%
1311
 
< 0.1%
1402
0.1%
1421
 
< 0.1%
1471
 
< 0.1%
1491
 
< 0.1%
1541
 
< 0.1%
1631
 
< 0.1%
1703
0.1%
ValueCountFrequency (%)
14091
< 0.1%
12541
< 0.1%
12251
< 0.1%
11351
< 0.1%
11161
< 0.1%
10961
< 0.1%
10901
< 0.1%
10451
< 0.1%
10321
< 0.1%
10211
< 0.1%

glomerular.filtration.rate
Real number (ℝ≥0)

MISSING

Distinct1754
Distinct (%)90.2%
Missing63
Missing (%)3.1%
Infinite0
Infinite (%)0.0%
Mean68.66427249
Minimum3.13
Maximum281.01
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum3.13
5-th percentile17.404
Q141.6
median64.79
Q390.12
95-th percentile133.61
Maximum281.01
Range277.88
Interquartile range (IQR)48.52

Descriptive statistics

Standard deviation36.61192793
Coefficient of variation (CV)0.5332020074
Kurtosis2.043718118
Mean68.66427249
Median Absolute Deviation (MAD)24.29
Skewness0.9784034338
Sum133552.01
Variance1340.433267
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
49.013
 
0.1%
13.613
 
0.1%
84.213
 
0.1%
110.743
 
0.1%
38.873
 
0.1%
71.853
 
0.1%
35.493
 
0.1%
73.783
 
0.1%
90.123
 
0.1%
74.153
 
0.1%
Other values (1744)1915
95.4%
(Missing)63
 
3.1%
ValueCountFrequency (%)
3.131
< 0.1%
3.621
< 0.1%
4.31
< 0.1%
4.621
< 0.1%
51
< 0.1%
5.311
< 0.1%
5.451
< 0.1%
5.511
< 0.1%
6.461
< 0.1%
6.631
< 0.1%
ValueCountFrequency (%)
281.011
< 0.1%
259.511
< 0.1%
257.671
< 0.1%
245.521
< 0.1%
235.591
< 0.1%
227.911
< 0.1%
210.481
< 0.1%
207.741
< 0.1%
207.241
< 0.1%
200.481
< 0.1%

cystatin
Real number (ℝ≥0)

MISSING

Distinct372
Distinct (%)18.9%
Missing41
Missing (%)2.0%
Infinite0
Infinite (%)0.0%
Mean1.842877478
Minimum0.23
Maximum10.37
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.23
5-th percentile0.88
Q11.21
median1.55
Q32.2
95-th percentile3.71
Maximum10.37
Range10.14
Interquartile range (IQR)0.99

Descriptive statistics

Standard deviation0.9512663599
Coefficient of variation (CV)0.516185352
Kurtosis6.422778033
Mean1.842877478
Median Absolute Deviation (MAD)0.41
Skewness2.004589528
Sum3624.94
Variance0.9049076874
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.224
 
1.2%
1.2523
 
1.1%
1.2423
 
1.1%
1.1621
 
1.0%
1.0520
 
1.0%
1.3620
 
1.0%
1.3220
 
1.0%
1.3119
 
0.9%
1.4519
 
0.9%
1.3318
 
0.9%
Other values (362)1760
87.6%
(Missing)41
 
2.0%
ValueCountFrequency (%)
0.231
 
< 0.1%
0.361
 
< 0.1%
0.541
 
< 0.1%
0.571
 
< 0.1%
0.581
 
< 0.1%
0.611
 
< 0.1%
0.623
0.1%
0.652
0.1%
0.671
 
< 0.1%
0.71
 
< 0.1%
ValueCountFrequency (%)
10.371
< 0.1%
7.061
< 0.1%
6.571
< 0.1%
6.351
< 0.1%
6.162
0.1%
5.921
< 0.1%
5.891
< 0.1%
5.851
< 0.1%
5.742
0.1%
5.581
< 0.1%

white.blood.cell
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct878
Distinct (%)44.3%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean7.307884907
Minimum1.66
Maximum32.79
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1.66
5-th percentile3.36
Q15.07
median6.5
Q38.67
95-th percentile13.55
Maximum32.79
Range31.13
Interquartile range (IQR)3.6

Descriptive statistics

Standard deviation3.473675944
Coefficient of variation (CV)0.4753326015
Kurtosis7.375553015
Mean7.307884907
Median Absolute Deviation (MAD)1.67
Skewness2.083375433
Sum14476.92
Variance12.06642456
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4.719
 
0.4%
4.397
 
0.3%
5.977
 
0.3%
5.197
 
0.3%
4.557
 
0.3%
5.377
 
0.3%
5.577
 
0.3%
6.287
 
0.3%
5.827
 
0.3%
5.947
 
0.3%
Other values (868)1909
95.1%
(Missing)27
 
1.3%
ValueCountFrequency (%)
1.661
< 0.1%
1.692
0.1%
1.821
< 0.1%
2.141
< 0.1%
2.181
< 0.1%
2.251
< 0.1%
2.331
< 0.1%
2.361
< 0.1%
2.381
< 0.1%
2.41
< 0.1%
ValueCountFrequency (%)
32.791
< 0.1%
31.461
< 0.1%
28.141
< 0.1%
26.311
< 0.1%
26.041
< 0.1%
26.021
< 0.1%
25.941
< 0.1%
25.351
< 0.1%
24.221
< 0.1%
23.931
< 0.1%

monocyte.ratio
Real number (ℝ≥0)

MISSING

Distinct151
Distinct (%)7.6%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean0.0686360424
Minimum0.002
Maximum0.27
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.002
5-th percentile0.031
Q10.052
median0.066
Q30.082
95-th percentile0.115
Maximum0.27
Range0.268
Interquartile range (IQR)0.03

Descriptive statistics

Standard deviation0.02647818415
Coefficient of variation (CV)0.3857766739
Kurtosis3.891697576
Mean0.0686360424
Median Absolute Deviation (MAD)0.015
Skewness1.010786671
Sum135.968
Variance0.0007010942356
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0643
 
2.1%
0.07741
 
2.0%
0.05440
 
2.0%
0.06138
 
1.9%
0.07238
 
1.9%
0.05938
 
1.9%
0.05737
 
1.8%
0.0737
 
1.8%
0.05637
 
1.8%
0.07436
 
1.8%
Other values (141)1596
79.5%
ValueCountFrequency (%)
0.0021
 
< 0.1%
0.0041
 
< 0.1%
0.0052
 
0.1%
0.0062
 
0.1%
0.0073
0.1%
0.0095
0.2%
0.011
 
< 0.1%
0.0123
0.1%
0.0132
 
0.1%
0.0144
0.2%
ValueCountFrequency (%)
0.271
< 0.1%
0.2411
< 0.1%
0.2331
< 0.1%
0.1841
< 0.1%
0.1821
< 0.1%
0.172
0.1%
0.1641
< 0.1%
0.1631
< 0.1%
0.161
< 0.1%
0.1561
< 0.1%

monocyte.count
Real number (ℝ≥0)

MISSING

Distinct143
Distinct (%)7.2%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean0.4748107017
Minimum0.01
Maximum2.33
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.01
5-th percentile0.19
Q10.32
median0.42
Q30.57
95-th percentile0.92
Maximum2.33
Range2.32
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.2450316966
Coefficient of variation (CV)0.5160618658
Kurtosis6.981138798
Mean0.4748107017
Median Absolute Deviation (MAD)0.12
Skewness1.91158567
Sum940.6
Variance0.06004053233
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.3363
 
3.1%
0.3261
 
3.0%
0.4454
 
2.7%
0.3751
 
2.5%
0.3551
 
2.5%
0.4249
 
2.4%
0.4648
 
2.4%
0.3648
 
2.4%
0.2947
 
2.3%
0.3144
 
2.2%
Other values (133)1465
73.0%
ValueCountFrequency (%)
0.011
 
< 0.1%
0.021
 
< 0.1%
0.032
 
0.1%
0.041
 
< 0.1%
0.051
 
< 0.1%
0.064
0.2%
0.071
 
< 0.1%
0.083
0.1%
0.095
0.2%
0.16
0.3%
ValueCountFrequency (%)
2.331
< 0.1%
2.241
< 0.1%
2.031
< 0.1%
21
< 0.1%
1.981
< 0.1%
1.711
< 0.1%
1.662
0.1%
1.551
< 0.1%
1.541
< 0.1%
1.491
< 0.1%

red.blood.cell
Real number (ℝ≥0)

MISSING

Distinct374
Distinct (%)18.9%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean3.8559263
Minimum0.89
Maximum7.02
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.89
5-th percentile2.52
Q13.43
median3.89
Q34.31
95-th percentile5.01
Maximum7.02
Range6.13
Interquartile range (IQR)0.88

Descriptive statistics

Standard deviation0.7638415092
Coefficient of variation (CV)0.1980954639
Kurtosis1.418077214
Mean3.8559263
Median Absolute Deviation (MAD)0.44
Skewness-0.196661579
Sum7638.59
Variance0.5834538511
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3.5819
 
0.9%
3.919
 
0.9%
3.717
 
0.8%
4.0117
 
0.8%
4.1817
 
0.8%
3.7216
 
0.8%
4.2216
 
0.8%
4.116
 
0.8%
3.7715
 
0.7%
3.5415
 
0.7%
Other values (364)1814
90.3%
(Missing)27
 
1.3%
ValueCountFrequency (%)
0.891
< 0.1%
0.92
0.1%
0.911
< 0.1%
1.021
< 0.1%
1.051
< 0.1%
1.061
< 0.1%
1.141
< 0.1%
1.171
< 0.1%
1.271
< 0.1%
1.442
0.1%
ValueCountFrequency (%)
7.021
< 0.1%
71
< 0.1%
6.781
< 0.1%
6.721
< 0.1%
6.621
< 0.1%
6.591
< 0.1%
6.31
< 0.1%
6.241
< 0.1%
6.21
< 0.1%
6.151
< 0.1%
Distinct116
Distinct (%)5.9%
Missing30
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean14.9190091
Minimum11.8
Maximum29.9
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum11.8
5-th percentile12.8
Q113.6
median14.4
Q315.6
95-th percentile19
Maximum29.9
Range18.1
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.007026763
Coefficient of variation (CV)0.1345281546
Kurtosis5.460098963
Mean14.9190091
Median Absolute Deviation (MAD)0.9
Skewness1.895003762
Sum29509.8
Variance4.028156428
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1472
 
3.6%
14.367
 
3.3%
13.664
 
3.2%
13.962
 
3.1%
14.160
 
3.0%
13.559
 
2.9%
13.159
 
2.9%
14.659
 
2.9%
13.758
 
2.9%
14.257
 
2.8%
Other values (106)1361
67.8%
ValueCountFrequency (%)
11.81
 
< 0.1%
11.92
 
0.1%
124
 
0.2%
12.15
 
0.2%
12.210
0.5%
12.312
0.6%
12.412
0.6%
12.59
 
0.4%
12.623
1.1%
12.718
0.9%
ValueCountFrequency (%)
29.91
< 0.1%
27.31
< 0.1%
25.51
< 0.1%
251
< 0.1%
24.71
< 0.1%
24.31
< 0.1%
24.21
< 0.1%
24.11
< 0.1%
23.91
< 0.1%
23.51
< 0.1%
Distinct306
Distinct (%)15.5%
Missing30
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean48.84277048
Minimum32.3
Maximum98
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum32.3
5-th percentile40.785
Q145.1
median47.8
Q351.4
95-th percentile59.215
Maximum98
Range65.7
Interquartile range (IQR)6.3

Descriptive statistics

Standard deviation6.47768129
Coefficient of variation (CV)0.1326231339
Kurtosis8.601651455
Mean48.84277048
Median Absolute Deviation (MAD)3
Skewness1.922636579
Sum96611
Variance41.96035489
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
48.426
 
1.3%
45.725
 
1.2%
46.324
 
1.2%
46.623
 
1.1%
46.523
 
1.1%
47.922
 
1.1%
45.922
 
1.1%
47.622
 
1.1%
49.921
 
1.0%
45.221
 
1.0%
Other values (296)1749
87.1%
(Missing)30
 
1.5%
ValueCountFrequency (%)
32.31
< 0.1%
32.92
0.1%
33.21
< 0.1%
33.51
< 0.1%
33.91
< 0.1%
34.31
< 0.1%
34.41
< 0.1%
34.91
< 0.1%
35.42
0.1%
35.51
< 0.1%
ValueCountFrequency (%)
981
< 0.1%
94.11
< 0.1%
91.32
0.1%
89.11
< 0.1%
88.11
< 0.1%
83.21
< 0.1%
82.61
< 0.1%
80.71
< 0.1%
79.11
< 0.1%
78.71
< 0.1%

mean.corpuscular.volume
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct410
Distinct (%)20.7%
Missing28
Missing (%)1.4%
Infinite0
Infinite (%)0.0%
Mean92.01777778
Minimum57.8
Maximum135.8
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum57.8
5-th percentile72.695
Q188.8
median93.3
Q396.9
95-th percentile103.8
Maximum135.8
Range78
Interquartile range (IQR)8.1

Descriptive statistics

Standard deviation8.807737372
Coefficient of variation (CV)0.09571777959
Kurtosis2.209354728
Mean92.01777778
Median Absolute Deviation (MAD)4.05
Skewness-0.877198625
Sum182195.2
Variance77.57623761
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
95.522
 
1.1%
97.519
 
0.9%
92.519
 
0.9%
96.619
 
0.9%
89.819
 
0.9%
96.119
 
0.9%
93.419
 
0.9%
96.318
 
0.9%
95.418
 
0.9%
9517
 
0.8%
Other values (400)1791
89.2%
(Missing)28
 
1.4%
ValueCountFrequency (%)
57.81
< 0.1%
58.71
< 0.1%
59.91
< 0.1%
60.41
< 0.1%
61.21
< 0.1%
61.51
< 0.1%
61.81
< 0.1%
622
0.1%
62.51
< 0.1%
62.91
< 0.1%
ValueCountFrequency (%)
135.81
< 0.1%
121.11
< 0.1%
120.41
< 0.1%
120.31
< 0.1%
119.81
< 0.1%
119.21
< 0.1%
1191
< 0.1%
117.81
< 0.1%
115.31
< 0.1%
114.41
< 0.1%

hematocrit
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct341
Distinct (%)17.2%
Missing28
Missing (%)1.4%
Infinite0
Infinite (%)0.0%
Mean0.3528959596
Minimum0.094
Maximum0.605
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.094
5-th percentile0.231
Q10.315
median0.359
Q30.398
95-th percentile0.453
Maximum0.605
Range0.511
Interquartile range (IQR)0.083

Descriptive statistics

Standard deviation0.06893296525
Coefficient of variation (CV)0.1953350935
Kurtosis0.9064268978
Mean0.3528959596
Median Absolute Deviation (MAD)0.041
Skewness-0.3915752038
Sum698.734
Variance0.004751753698
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.37822
 
1.1%
0.35921
 
1.0%
0.39321
 
1.0%
0.40320
 
1.0%
0.40719
 
0.9%
0.35417
 
0.8%
0.37617
 
0.8%
0.37917
 
0.8%
0.34816
 
0.8%
0.35816
 
0.8%
Other values (331)1794
89.3%
(Missing)28
 
1.4%
ValueCountFrequency (%)
0.0941
< 0.1%
0.0951
< 0.1%
0.0971
< 0.1%
0.0991
< 0.1%
0.1041
< 0.1%
0.111
< 0.1%
0.1171
< 0.1%
0.1192
0.1%
0.1331
< 0.1%
0.1341
< 0.1%
ValueCountFrequency (%)
0.6051
< 0.1%
0.5951
< 0.1%
0.5911
< 0.1%
0.5861
< 0.1%
0.5851
< 0.1%
0.5741
< 0.1%
0.5511
< 0.1%
0.5441
< 0.1%
0.5291
< 0.1%
0.5261
< 0.1%

lymphocyte.count
Real number (ℝ≥0)

MISSING

Distinct261
Distinct (%)13.2%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean1.032478546
Minimum0.08
Maximum6.69
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.08
5-th percentile0.33
Q10.62
median0.93
Q31.29
95-th percentile2.06
Maximum6.69
Range6.61
Interquartile range (IQR)0.67

Descriptive statistics

Standard deviation0.6043070706
Coefficient of variation (CV)0.58529746
Kurtosis12.36392947
Mean1.032478546
Median Absolute Deviation (MAD)0.33
Skewness2.292880429
Sum2045.34
Variance0.3651870355
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.1625
 
1.2%
1.0925
 
1.2%
0.7123
 
1.1%
0.823
 
1.1%
0.623
 
1.1%
0.7921
 
1.0%
0.8221
 
1.0%
0.7220
 
1.0%
0.5720
 
1.0%
0.4220
 
1.0%
Other values (251)1760
87.6%
(Missing)27
 
1.3%
ValueCountFrequency (%)
0.081
 
< 0.1%
0.11
 
< 0.1%
0.141
 
< 0.1%
0.151
 
< 0.1%
0.167
0.3%
0.171
 
< 0.1%
0.183
0.1%
0.192
 
0.1%
0.23
0.1%
0.213
0.1%
ValueCountFrequency (%)
6.691
< 0.1%
6.571
< 0.1%
5.731
< 0.1%
5.361
< 0.1%
4.761
< 0.1%
4.091
< 0.1%
3.91
< 0.1%
3.751
< 0.1%
3.661
< 0.1%
3.581
< 0.1%

mean.hemoglobin.volume
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct193
Distinct (%)9.7%
Missing28
Missing (%)1.4%
Infinite0
Infinite (%)0.0%
Mean29.93116162
Minimum15.6
Maximum45.3
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum15.6
5-th percentile22.195
Q128.7
median30.6
Q332
95-th percentile34.3
Maximum45.3
Range29.7
Interquartile range (IQR)3.3

Descriptive statistics

Standard deviation3.421876779
Coefficient of variation (CV)0.1143248907
Kurtosis1.91442714
Mean29.93116162
Median Absolute Deviation (MAD)1.6
Skewness-1.077850439
Sum59263.7
Variance11.70924069
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
30.642
 
2.1%
31.442
 
2.1%
31.342
 
2.1%
30.339
 
1.9%
30.139
 
1.9%
30.939
 
1.9%
31.538
 
1.9%
30.235
 
1.7%
30.735
 
1.7%
31.734
 
1.7%
Other values (183)1595
79.4%
ValueCountFrequency (%)
15.61
< 0.1%
17.52
0.1%
17.61
< 0.1%
17.71
< 0.1%
17.81
< 0.1%
17.92
0.1%
18.11
< 0.1%
18.21
< 0.1%
18.31
< 0.1%
18.51
< 0.1%
ValueCountFrequency (%)
45.31
< 0.1%
411
< 0.1%
39.41
< 0.1%
391
< 0.1%
38.91
< 0.1%
38.71
< 0.1%
38.62
0.1%
38.51
< 0.1%
37.71
< 0.1%
37.61
< 0.1%

mean.hemoglobin.concentration
Real number (ℝ≥0)

MISSING

Distinct95
Distinct (%)4.8%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean324.822312
Minimum252
Maximum363
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum252
5-th percentile300
Q1318
median326
Q3334
95-th percentile345
Maximum363
Range111
Interquartile range (IQR)16

Descriptive statistics

Standard deviation13.961445
Coefficient of variation (CV)0.04298179183
Kurtosis2.461552227
Mean324.822312
Median Absolute Deviation (MAD)8
Skewness-1.012086205
Sum643473
Variance194.9219464
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
32380
 
4.0%
32877
 
3.8%
32073
 
3.6%
33273
 
3.6%
32972
 
3.6%
32671
 
3.5%
33368
 
3.4%
32767
 
3.3%
32566
 
3.3%
31963
 
3.1%
Other values (85)1271
63.3%
ValueCountFrequency (%)
2521
 
< 0.1%
2541
 
< 0.1%
2571
 
< 0.1%
2641
 
< 0.1%
2661
 
< 0.1%
2673
0.1%
2682
0.1%
2691
 
< 0.1%
2701
 
< 0.1%
2711
 
< 0.1%
ValueCountFrequency (%)
3631
 
< 0.1%
3621
 
< 0.1%
3601
 
< 0.1%
3591
 
< 0.1%
3571
 
< 0.1%
3552
 
0.1%
3542
 
0.1%
3532
 
0.1%
3525
0.2%
3516
0.3%

mean.platelet.volume
Real number (ℝ≥0)

MISSING

Distinct92
Distinct (%)4.8%
Missing103
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean12.11333333
Minimum7.7
Maximum17.6
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum7.7
5-th percentile9.5
Q110.9
median12.1
Q313.3
95-th percentile15.1
Maximum17.6
Range9.9
Interquartile range (IQR)2.4

Descriptive statistics

Standard deviation1.697635116
Coefficient of variation (CV)0.1401459919
Kurtosis-0.3141011056
Mean12.11333333
Median Absolute Deviation (MAD)1.2
Skewness0.2183093766
Sum23075.9
Variance2.881964986
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
12.152
 
2.6%
11.947
 
2.3%
1247
 
2.3%
10.847
 
2.3%
12.944
 
2.2%
11.244
 
2.2%
11.744
 
2.2%
12.444
 
2.2%
12.842
 
2.1%
11.442
 
2.1%
Other values (82)1452
72.3%
(Missing)103
 
5.1%
ValueCountFrequency (%)
7.71
 
< 0.1%
7.82
 
0.1%
81
 
< 0.1%
8.11
 
< 0.1%
8.21
 
< 0.1%
8.42
 
0.1%
8.53
 
0.1%
8.67
0.3%
8.75
0.2%
8.810
0.5%
ValueCountFrequency (%)
17.61
 
< 0.1%
17.13
0.1%
171
 
< 0.1%
16.91
 
< 0.1%
16.83
0.1%
16.71
 
< 0.1%
16.62
 
0.1%
16.51
 
< 0.1%
16.25
0.2%
16.12
 
0.1%

basophil.ratio
Real number (ℝ≥0)

MISSING
ZEROS

Distinct28
Distinct (%)1.4%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean0.004591620394
Minimum0
Maximum0.063
Zeros29
Zeros (%)1.4%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile0.001
Q10.002
median0.004
Q30.006
95-th percentile0.011
Maximum0.063
Range0.063
Interquartile range (IQR)0.004

Descriptive statistics

Standard deviation0.003639057272
Coefficient of variation (CV)0.7925431459
Kurtosis43.16510806
Mean0.004591620394
Median Absolute Deviation (MAD)0.002
Skewness4.121082112
Sum9.096
Variance1.324273783 × 105
MonotocityNot monotonic
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
0.003352
17.5%
0.002305
15.2%
0.004303
15.1%
0.005240
12.0%
0.001201
10.0%
0.006187
9.3%
0.007103
 
5.1%
0.00865
 
3.2%
0.00941
 
2.0%
0.0140
 
2.0%
Other values (18)144
7.2%
ValueCountFrequency (%)
029
 
1.4%
0.001201
10.0%
0.002305
15.2%
0.003352
17.5%
0.004303
15.1%
0.005240
12.0%
0.006187
9.3%
0.007103
 
5.1%
0.00865
 
3.2%
0.00941
 
2.0%
ValueCountFrequency (%)
0.0631
 
< 0.1%
0.0431
 
< 0.1%
0.0281
 
< 0.1%
0.0271
 
< 0.1%
0.0241
 
< 0.1%
0.0232
0.1%
0.0212
0.1%
0.023
0.1%
0.0192
0.1%
0.0183
0.1%

basophil.count
Real number (ℝ≥0)

MISSING
ZEROS

Distinct27
Distinct (%)1.4%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean0.03114083796
Minimum0
Maximum0.73
Zeros54
Zeros (%)2.7%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile0.01
Q10.02
median0.03
Q30.04
95-th percentile0.07
Maximum0.73
Range0.73
Interquartile range (IQR)0.02

Descriptive statistics

Standard deviation0.02943595776
Coefficient of variation (CV)0.9452525907
Kurtosis168.7710808
Mean0.03114083796
Median Absolute Deviation (MAD)0.01
Skewness8.694538543
Sum61.69
Variance0.0008664756092
MonotocityNot monotonic
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%)
0.02525
26.1%
0.03439
21.9%
0.01391
19.5%
0.04232
11.6%
0.05129
 
6.4%
0.0676
 
3.8%
054
 
2.7%
0.0745
 
2.2%
0.0832
 
1.6%
0.0912
 
0.6%
Other values (17)46
 
2.3%
(Missing)27
 
1.3%
ValueCountFrequency (%)
054
 
2.7%
0.01391
19.5%
0.02525
26.1%
0.03439
21.9%
0.04232
11.6%
0.05129
 
6.4%
0.0676
 
3.8%
0.0745
 
2.2%
0.0832
 
1.6%
0.0912
 
0.6%
ValueCountFrequency (%)
0.731
< 0.1%
0.281
< 0.1%
0.241
< 0.1%
0.231
< 0.1%
0.221
< 0.1%
0.211
< 0.1%
0.21
< 0.1%
0.192
0.1%
0.181
< 0.1%
0.171
< 0.1%

eosinophil.ratio
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct128
Distinct (%)6.5%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean0.01850580515
Minimum0
Maximum0.62
Zeros198
Zeros (%)9.9%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10.003
median0.009
Q30.022
95-th percentile0.065
Maximum0.62
Range0.62
Interquartile range (IQR)0.019

Descriptive statistics

Standard deviation0.03124356243
Coefficient of variation (CV)1.688311434
Kurtosis84.54177717
Mean0.01850580515
Median Absolute Deviation (MAD)0.008
Skewness6.616248162
Sum36.66
Variance0.0009761601936
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0198
 
9.9%
0.001167
 
8.3%
0.002121
 
6.0%
0.004102
 
5.1%
0.00385
 
4.2%
0.00576
 
3.8%
0.00671
 
3.5%
0.00962
 
3.1%
0.00760
 
3.0%
0.01158
 
2.9%
Other values (118)981
48.9%
ValueCountFrequency (%)
0198
9.9%
0.001167
8.3%
0.002121
6.0%
0.00385
4.2%
0.004102
5.1%
0.00576
 
3.8%
0.00671
 
3.5%
0.00760
 
3.0%
0.00853
 
2.6%
0.00962
 
3.1%
ValueCountFrequency (%)
0.621
< 0.1%
0.31
< 0.1%
0.2761
< 0.1%
0.2741
< 0.1%
0.231
< 0.1%
0.2221
< 0.1%
0.2211
< 0.1%
0.2071
< 0.1%
0.1991
< 0.1%
0.1881
< 0.1%

eosinophil.count
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct97
Distinct (%)4.9%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean0.1192983342
Minimum0
Maximum6.58
Zeros202
Zeros (%)10.1%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10.02
median0.06
Q30.13
95-th percentile0.4
Maximum6.58
Range6.58
Interquartile range (IQR)0.11

Descriptive statistics

Standard deviation0.2461878283
Coefficient of variation (CV)2.063631735
Kurtosis263.6129804
Mean0.1192983342
Median Absolute Deviation (MAD)0.05
Skewness12.26503457
Sum236.33
Variance0.06060844681
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.01249
 
12.4%
0202
 
10.1%
0.02146
 
7.3%
0.03132
 
6.6%
0.04120
 
6.0%
0.05115
 
5.7%
0.0791
 
4.5%
0.0686
 
4.3%
0.0876
 
3.8%
0.162
 
3.1%
Other values (87)702
35.0%
ValueCountFrequency (%)
0202
10.1%
0.01249
12.4%
0.02146
7.3%
0.03132
6.6%
0.04120
6.0%
0.05115
5.7%
0.0686
 
4.3%
0.0791
 
4.5%
0.0876
 
3.8%
0.0961
 
3.0%
ValueCountFrequency (%)
6.581
< 0.1%
3.261
< 0.1%
2.521
< 0.1%
2.161
< 0.1%
1.792
0.1%
1.491
< 0.1%
1.471
< 0.1%
1.281
< 0.1%
1.221
< 0.1%
1.21
< 0.1%

hemoglobin
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct143
Distinct (%)7.2%
Missing28
Missing (%)1.4%
Infinite0
Infinite (%)0.0%
Mean115.0691919
Minimum29
Maximum200
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum29
5-th percentile72
Q1101
median117
Q3131
95-th percentile151
Maximum200
Range171
Interquartile range (IQR)30

Descriptive statistics

Standard deviation24.53209961
Coefficient of variation (CV)0.2131943329
Kurtosis0.5778098932
Mean115.0691919
Median Absolute Deviation (MAD)15
Skewness-0.392185331
Sum227837
Variance601.8239114
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
11447
 
2.3%
12043
 
2.1%
11942
 
2.1%
11642
 
2.1%
12741
 
2.0%
12140
 
2.0%
13439
 
1.9%
12339
 
1.9%
11238
 
1.9%
13038
 
1.9%
Other values (133)1571
78.2%
ValueCountFrequency (%)
292
0.1%
301
 
< 0.1%
311
 
< 0.1%
322
0.1%
341
 
< 0.1%
351
 
< 0.1%
363
0.1%
371
 
< 0.1%
411
 
< 0.1%
442
0.1%
ValueCountFrequency (%)
2001
 
< 0.1%
1932
0.1%
1911
 
< 0.1%
1841
 
< 0.1%
1813
0.1%
1784
0.2%
1763
0.1%
1751
 
< 0.1%
1721
 
< 0.1%
1701
 
< 0.1%

platelet
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct299
Distinct (%)15.1%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean145.1484099
Minimum5
Maximum646
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum5
5-th percentile67
Q1101
median135
Q3177
95-th percentile261
Maximum646
Range641
Interquartile range (IQR)76

Descriptive statistics

Standard deviation64.92311835
Coefficient of variation (CV)0.4472878373
Kurtosis6.36186689
Mean145.1484099
Median Absolute Deviation (MAD)37
Skewness1.665507194
Sum287539
Variance4215.011297
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
11821
 
1.0%
14120
 
1.0%
11020
 
1.0%
13119
 
0.9%
11419
 
0.9%
15919
 
0.9%
12019
 
0.9%
8519
 
0.9%
10719
 
0.9%
11118
 
0.9%
Other values (289)1788
89.0%
(Missing)27
 
1.3%
ValueCountFrequency (%)
51
< 0.1%
61
< 0.1%
71
< 0.1%
91
< 0.1%
111
< 0.1%
202
0.1%
212
0.1%
231
< 0.1%
261
< 0.1%
341
< 0.1%
ValueCountFrequency (%)
6461
< 0.1%
6151
< 0.1%
5821
< 0.1%
5221
< 0.1%
5141
< 0.1%
4741
< 0.1%
4651
< 0.1%
4351
< 0.1%
4231
< 0.1%
4221
< 0.1%

platelet.distribution.width
Real number (ℝ≥0)

MISSING

Distinct126
Distinct (%)6.6%
Missing103
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean16.36414698
Minimum9.5
Maximum25.1
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum9.5
5-th percentile14.4
Q116
median16.3
Q316.6
95-th percentile18.8
Maximum25.1
Range15.6
Interquartile range (IQR)0.6

Descriptive statistics

Standard deviation1.492991547
Coefficient of variation (CV)0.09123552537
Kurtosis10.12579577
Mean16.36414698
Median Absolute Deviation (MAD)0.3
Skewness1.33152762
Sum31173.7
Variance2.22902376
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
16.2174
 
8.7%
16.3173
 
8.6%
16.4162
 
8.1%
16.1144
 
7.2%
16.5143
 
7.1%
16.6141
 
7.0%
16106
 
5.3%
16.7100
 
5.0%
15.969
 
3.4%
16.862
 
3.1%
Other values (116)631
31.4%
(Missing)103
 
5.1%
ValueCountFrequency (%)
9.51
 
< 0.1%
101
 
< 0.1%
10.34
0.2%
10.41
 
< 0.1%
10.51
 
< 0.1%
10.61
 
< 0.1%
10.72
0.1%
11.12
0.1%
11.21
 
< 0.1%
11.31
 
< 0.1%
ValueCountFrequency (%)
25.12
0.1%
24.81
< 0.1%
24.71
< 0.1%
24.41
< 0.1%
24.31
< 0.1%
24.21
< 0.1%
24.11
< 0.1%
23.91
< 0.1%
23.81
< 0.1%
23.72
0.1%

platelet.hematocrit
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct297
Distinct (%)15.6%
Missing103
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean0.173688189
Minimum0.009
Maximum0.702
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.009
5-th percentile0.084
Q10.13
median0.165
Q30.205
95-th percentile0.2878
Maximum0.702
Range0.693
Interquartile range (IQR)0.075

Descriptive statistics

Standard deviation0.06771145212
Coefficient of variation (CV)0.3898448854
Kurtosis5.948242465
Mean0.173688189
Median Absolute Deviation (MAD)0.038
Skewness1.480794534
Sum330.876
Variance0.004584840748
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.1827
 
1.3%
0.14426
 
1.3%
0.1725
 
1.2%
0.1925
 
1.2%
0.13424
 
1.2%
0.17424
 
1.2%
0.15421
 
1.0%
0.16421
 
1.0%
0.16321
 
1.0%
0.2220
 
1.0%
Other values (287)1671
83.2%
(Missing)103
 
5.1%
ValueCountFrequency (%)
0.0091
< 0.1%
0.011
< 0.1%
0.0131
< 0.1%
0.0161
< 0.1%
0.0241
< 0.1%
0.0321
< 0.1%
0.0342
0.1%
0.0361
< 0.1%
0.0372
0.1%
0.0391
< 0.1%
ValueCountFrequency (%)
0.7021
< 0.1%
0.6211
< 0.1%
0.6111
< 0.1%
0.5761
< 0.1%
0.5311
< 0.1%
0.5291
< 0.1%
0.4911
< 0.1%
0.4711
< 0.1%
0.4621
< 0.1%
0.4481
< 0.1%

neutrophil.ratio
Real number (ℝ≥0)

MISSING

Distinct437
Distinct (%)22.1%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean0.7509212519
Minimum0.207
Maximum0.976
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.207
5-th percentile0.568
Q10.683
median0.759
Q30.827
95-th percentile0.908
Maximum0.976
Range0.769
Interquartile range (IQR)0.144

Descriptive statistics

Standard deviation0.1042633702
Coefficient of variation (CV)0.1388472758
Kurtosis0.268680525
Mean0.7509212519
Median Absolute Deviation (MAD)0.071
Skewness-0.4820980788
Sum1487.575
Variance0.01087085036
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.74115
 
0.7%
0.79415
 
0.7%
0.77614
 
0.7%
0.74214
 
0.7%
0.82314
 
0.7%
0.77913
 
0.6%
0.79313
 
0.6%
0.80312
 
0.6%
0.77712
 
0.6%
0.69312
 
0.6%
Other values (427)1847
92.0%
(Missing)27
 
1.3%
ValueCountFrequency (%)
0.2071
 
< 0.1%
0.3411
 
< 0.1%
0.3891
 
< 0.1%
0.4061
 
< 0.1%
0.4081
 
< 0.1%
0.411
 
< 0.1%
0.431
 
< 0.1%
0.4392
0.1%
0.4451
 
< 0.1%
0.454
0.2%
ValueCountFrequency (%)
0.9761
 
< 0.1%
0.9671
 
< 0.1%
0.9661
 
< 0.1%
0.9642
0.1%
0.9633
0.1%
0.961
 
< 0.1%
0.9592
0.1%
0.9561
 
< 0.1%
0.9522
0.1%
0.9491
 
< 0.1%

neutrophil.count
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct831
Distinct (%)41.9%
Missing27
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean5.649843513
Minimum0.74
Maximum29.94
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.74
5-th percentile2.22
Q13.6
median4.83
Q36.8
95-th percentile11.56
Maximum29.94
Range29.2
Interquartile range (IQR)3.2

Descriptive statistics

Standard deviation3.248790968
Coefficient of variation (CV)0.5750231772
Kurtosis8.040424611
Mean5.649843513
Median Absolute Deviation (MAD)1.48
Skewness2.230001744
Sum11192.34
Variance10.55464275
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3.7210
 
0.5%
5.1310
 
0.5%
4.129
 
0.4%
39
 
0.4%
3.278
 
0.4%
3.618
 
0.4%
3.658
 
0.4%
4.238
 
0.4%
4.178
 
0.4%
4.838
 
0.4%
Other values (821)1895
94.4%
(Missing)27
 
1.3%
ValueCountFrequency (%)
0.741
< 0.1%
0.851
< 0.1%
0.921
< 0.1%
1.011
< 0.1%
1.031
< 0.1%
1.141
< 0.1%
1.191
< 0.1%
1.221
< 0.1%
1.241
< 0.1%
1.331
< 0.1%
ValueCountFrequency (%)
29.941
< 0.1%
29.021
< 0.1%
24.661
< 0.1%
24.611
< 0.1%
23.711
< 0.1%
22.661
< 0.1%
22.531
< 0.1%
22.351
< 0.1%
22.221
< 0.1%
21.411
< 0.1%

D.dimer
Real number (ℝ≥0)

MISSING

Distinct502
Distinct (%)27.3%
Missing168
Missing (%)8.4%
Infinite0
Infinite (%)0.0%
Mean2.447282609
Minimum0
Maximum100.1
Zeros4
Zeros (%)0.2%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile0.53
Q10.79
median1.21
Q32.17
95-th percentile7.47
Maximum100.1
Range100.1
Interquartile range (IQR)1.38

Descriptive statistics

Standard deviation5.332838626
Coefficient of variation (CV)2.179085737
Kurtosis163.716025
Mean2.447282609
Median Absolute Deviation (MAD)0.51
Skewness11.03106469
Sum4503
Variance28.43916782
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.7525
 
1.2%
1.0121
 
1.0%
0.721
 
1.0%
0.7420
 
1.0%
0.8719
 
0.9%
0.619
 
0.9%
0.918
 
0.9%
0.7817
 
0.8%
0.6117
 
0.8%
0.7117
 
0.8%
Other values (492)1646
82.0%
(Missing)168
 
8.4%
ValueCountFrequency (%)
04
0.2%
0.281
 
< 0.1%
0.341
 
< 0.1%
0.351
 
< 0.1%
0.362
0.1%
0.372
0.1%
0.382
0.1%
0.394
0.2%
0.41
 
< 0.1%
0.412
0.1%
ValueCountFrequency (%)
100.11
< 0.1%
91.61
< 0.1%
89.971
< 0.1%
64.761
< 0.1%
57.461
< 0.1%
48.261
< 0.1%
36.181
< 0.1%
31.361
< 0.1%
30.751
< 0.1%
26.111
< 0.1%

international.normalized.ratio
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct190
Distinct (%)9.6%
Missing35
Missing (%)1.7%
Infinite0
Infinite (%)0.0%
Mean1.349969589
Minimum0.83
Maximum16.59
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.83
5-th percentile1.026
Q11.13
median1.21
Q31.35
95-th percentile2.05
Maximum16.59
Range15.76
Interquartile range (IQR)0.22

Descriptive statistics

Standard deviation0.7139300702
Coefficient of variation (CV)0.5288490021
Kurtosis206.7112249
Mean1.349969589
Median Absolute Deviation (MAD)0.1
Skewness12.10940167
Sum2663.49
Variance0.5096961451
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.1671
 
3.5%
1.1967
 
3.3%
1.1362
 
3.1%
1.2159
 
2.9%
1.157
 
2.8%
1.1455
 
2.7%
1.2553
 
2.6%
1.253
 
2.6%
1.2352
 
2.6%
1.0949
 
2.4%
Other values (180)1395
69.5%
ValueCountFrequency (%)
0.831
 
< 0.1%
0.851
 
< 0.1%
0.872
 
0.1%
0.881
 
< 0.1%
0.922
 
0.1%
0.933
0.1%
0.941
 
< 0.1%
0.953
0.1%
0.964
0.2%
0.976
0.3%
ValueCountFrequency (%)
16.591
< 0.1%
15.161
< 0.1%
10.361
< 0.1%
8.891
< 0.1%
8.71
< 0.1%
7.681
< 0.1%
7.081
< 0.1%
5.341
< 0.1%
4.81
< 0.1%
4.691
< 0.1%

activated.partial.thromboplastin.time
Real number (ℝ≥0)

MISSING

Distinct318
Distinct (%)16.1%
Missing34
Missing (%)1.7%
Infinite0
Infinite (%)0.0%
Mean35.39017224
Minimum20
Maximum181.9
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum20
5-th percentile26.8
Q130.825
median34.1
Q338.2
95-th percentile47
Maximum181.9
Range161.9
Interquartile range (IQR)7.375

Descriptive statistics

Standard deviation8.308364161
Coefficient of variation (CV)0.234764728
Kurtosis61.07406455
Mean35.39017224
Median Absolute Deviation (MAD)3.6
Skewness5.109361747
Sum69860.2
Variance69.02891502
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
31.725
 
1.2%
33.525
 
1.2%
32.322
 
1.1%
33.321
 
1.0%
31.221
 
1.0%
35.720
 
1.0%
32.919
 
0.9%
33.919
 
0.9%
34.219
 
0.9%
35.119
 
0.9%
Other values (308)1764
87.8%
(Missing)34
 
1.7%
ValueCountFrequency (%)
201
< 0.1%
20.31
< 0.1%
20.71
< 0.1%
212
0.1%
21.61
< 0.1%
21.71
< 0.1%
21.81
< 0.1%
21.91
< 0.1%
22.31
< 0.1%
22.61
< 0.1%
ValueCountFrequency (%)
181.91
< 0.1%
105.91
< 0.1%
96.31
< 0.1%
96.21
< 0.1%
951
< 0.1%
94.91
< 0.1%
91.81
< 0.1%
83.11
< 0.1%
82.11
< 0.1%
821
< 0.1%

thrombin.time
Real number (ℝ≥0)

MISSING
SKEWED

Distinct128
Distinct (%)6.5%
Missing34
Missing (%)1.7%
Infinite0
Infinite (%)0.0%
Mean17.24417427
Minimum9.7
Maximum209.3
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum9.7
5-th percentile13.7
Q116.3
median17.2
Q317.9
95-th percentile19.3
Maximum209.3
Range199.6
Interquartile range (IQR)1.6

Descriptive statistics

Standard deviation5.942133867
Coefficient of variation (CV)0.344587904
Kurtosis648.7511795
Mean17.24417427
Median Absolute Deviation (MAD)0.8
Skewness22.98413057
Sum34040
Variance35.30895489
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
17.677
 
3.8%
17.471
 
3.5%
17.369
 
3.4%
17.268
 
3.4%
17.167
 
3.3%
17.564
 
3.2%
17.962
 
3.1%
17.759
 
2.9%
16.957
 
2.8%
16.755
 
2.7%
Other values (118)1325
66.0%
ValueCountFrequency (%)
9.71
 
< 0.1%
9.82
0.1%
102
0.1%
10.41
 
< 0.1%
10.62
0.1%
10.73
0.1%
10.83
0.1%
114
0.2%
11.12
0.1%
11.21
 
< 0.1%
ValueCountFrequency (%)
209.31
< 0.1%
129.21
< 0.1%
105.81
< 0.1%
78.51
< 0.1%
64.41
< 0.1%
28.61
< 0.1%
25.71
< 0.1%
25.21
< 0.1%
251
< 0.1%
23.52
0.1%

prothrombin.activity
Real number (ℝ≥0)

MISSING

Distinct456
Distinct (%)23.2%
Missing46
Missing (%)2.3%
Infinite0
Infinite (%)0.0%
Mean66.40326198
Minimum3.8
Maximum141.51
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum3.8
5-th percentile31.305
Q156.6
median68.5
Q378.4
95-th percentile93
Maximum141.51
Range137.71
Interquartile range (IQR)21.8

Descriptive statistics

Standard deviation18.44847464
Coefficient of variation (CV)0.277824825
Kurtosis0.7594595743
Mean66.40326198
Median Absolute Deviation (MAD)10.9
Skewness-0.4539009251
Sum130283.2
Variance340.3462165
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
73.247
 
2.3%
74.940
 
2.0%
7035
 
1.7%
81.431
 
1.5%
7430
 
1.5%
71.630
 
1.5%
82.429
 
1.4%
77.529
 
1.4%
76.628
 
1.4%
69.328
 
1.4%
Other values (446)1635
81.4%
(Missing)46
 
2.3%
ValueCountFrequency (%)
3.81
< 0.1%
4.21
< 0.1%
5.61
< 0.1%
6.51
< 0.1%
7.31
< 0.1%
7.61
< 0.1%
8.31
< 0.1%
8.671
< 0.1%
9.011
< 0.1%
10.041
< 0.1%
ValueCountFrequency (%)
141.511
< 0.1%
131.281
< 0.1%
128.11
< 0.1%
124.21
< 0.1%
123.961
< 0.1%
123.761
< 0.1%
120.61
< 0.1%
118.41
< 0.1%
117.12
0.1%
116.31
< 0.1%

prothrombin.time.ratio
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct193
Distinct (%)9.8%
Missing35
Missing (%)1.7%
Infinite0
Infinite (%)0.0%
Mean1.35337557
Minimum0.85
Maximum14.89
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.85
5-th percentile1.03
Q11.13
median1.22
Q31.36
95-th percentile2.064
Maximum14.89
Range14.04
Interquartile range (IQR)0.23

Descriptive statistics

Standard deviation0.6812331911
Coefficient of variation (CV)0.5033585695
Kurtosis167.8082117
Mean1.35337557
Median Absolute Deviation (MAD)0.11
Skewness10.85242953
Sum2670.21
Variance0.4640786606
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.2274
 
3.7%
1.1673
 
3.6%
1.160
 
3.0%
1.1959
 
2.9%
1.1357
 
2.8%
1.1252
 
2.6%
1.2551
 
2.5%
1.1751
 
2.5%
1.1449
 
2.4%
1.2149
 
2.4%
Other values (183)1398
69.6%
ValueCountFrequency (%)
0.851
 
< 0.1%
0.871
 
< 0.1%
0.893
0.1%
0.921
 
< 0.1%
0.933
0.1%
0.943
0.1%
0.954
0.2%
0.962
 
0.1%
0.975
0.2%
0.985
0.2%
ValueCountFrequency (%)
14.891
< 0.1%
13.661
< 0.1%
10.361
< 0.1%
8.891
< 0.1%
8.011
< 0.1%
7.681
< 0.1%
7.081
< 0.1%
5.011
< 0.1%
4.841
< 0.1%
4.531
< 0.1%

fibrinogen
Real number (ℝ≥0)

MISSING

Distinct317
Distinct (%)16.1%
Missing34
Missing (%)1.7%
Infinite0
Infinite (%)0.0%
Mean3.223829787
Minimum0.51
Maximum8.32
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.51
5-th percentile1.9565
Q12.4925
median3.04
Q33.7
95-th percentile5.31
Maximum8.32
Range7.81
Interquartile range (IQR)1.2075

Descriptive statistics

Standard deviation1.044635088
Coefficient of variation (CV)0.3240354351
Kurtosis2.357046107
Mean3.223829787
Median Absolute Deviation (MAD)0.59
Skewness1.208796425
Sum6363.84
Variance1.091262467
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.8734
 
1.7%
3.133
 
1.6%
2.8332
 
1.6%
2.6330
 
1.5%
3.0130
 
1.5%
3.2629
 
1.4%
3.3228
 
1.4%
3.7628
 
1.4%
3.3827
 
1.3%
2.725
 
1.2%
Other values (307)1678
83.6%
(Missing)34
 
1.7%
ValueCountFrequency (%)
0.511
< 0.1%
0.611
< 0.1%
0.691
< 0.1%
0.871
< 0.1%
1.021
< 0.1%
1.052
0.1%
1.11
< 0.1%
1.191
< 0.1%
1.21
< 0.1%
1.231
< 0.1%
ValueCountFrequency (%)
8.321
 
< 0.1%
8.311
 
< 0.1%
8.211
 
< 0.1%
8.11
 
< 0.1%
7.942
0.1%
7.791
 
< 0.1%
7.431
 
< 0.1%
7.23
0.1%
7.051
 
< 0.1%
6.991
 
< 0.1%

high.sensitivity.troponin
Real number (ℝ≥0)

MISSING
ZEROS

Distinct424
Distinct (%)22.0%
Missing79
Missing (%)3.9%
Infinite0
Infinite (%)0.0%
Mean0.2815412131
Minimum0
Maximum45.675
Zeros51
Zeros (%)2.5%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile0.004
Q10.023
median0.055
Q30.119
95-th percentile0.6194
Maximum45.675
Range45.675
Interquartile range (IQR)0.096

Descriptive statistics

Standard deviation1.923464233
Coefficient of variation (CV)6.831910015
Kurtosis302.0631417
Mean0.2815412131
Median Absolute Deviation (MAD)0.039
Skewness16.32773403
Sum543.093
Variance3.699714656
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
051
 
2.5%
0.02632
 
1.6%
0.02426
 
1.3%
0.01525
 
1.2%
0.0325
 
1.2%
0.00724
 
1.2%
0.01423
 
1.1%
0.0123
 
1.1%
0.01623
 
1.1%
0.01123
 
1.1%
Other values (414)1654
82.4%
(Missing)79
 
3.9%
ValueCountFrequency (%)
051
2.5%
0.00112
 
0.6%
0.00212
 
0.6%
0.00315
 
0.7%
0.00422
1.1%
0.00518
 
0.9%
0.00615
 
0.7%
0.00724
1.2%
0.00819
 
0.9%
0.00922
1.1%
ValueCountFrequency (%)
45.6751
< 0.1%
34.2061
< 0.1%
31.7191
< 0.1%
26.941
< 0.1%
26.7181
< 0.1%
25.8051
< 0.1%
13.6591
< 0.1%
10.6721
< 0.1%
9.2821
< 0.1%
8.4641
< 0.1%

myoglobin
Real number (ℝ≥0)

MISSING

Distinct392
Distinct (%)98.5%
Missing1610
Missing (%)80.2%
Infinite0
Infinite (%)0.0%
Mean123.296206
Minimum17.58
Maximum994.82
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum17.58
5-th percentile27.562
Q147.8375
median78.43
Q3132.115
95-th percentile397.293
Maximum994.82
Range977.24
Interquartile range (IQR)84.2775

Descriptive statistics

Standard deviation140.2206615
Coefficient of variation (CV)1.137266636
Kurtosis12.78330729
Mean123.296206
Median Absolute Deviation (MAD)35.415
Skewness3.264600091
Sum49071.89
Variance19661.83392
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
96.72
 
0.1%
42.242
 
0.1%
44.472
 
0.1%
27.292
 
0.1%
106.472
 
0.1%
58.632
 
0.1%
48.741
 
< 0.1%
39.511
 
< 0.1%
49.061
 
< 0.1%
146.611
 
< 0.1%
Other values (382)382
 
19.0%
(Missing)1610
80.2%
ValueCountFrequency (%)
17.581
< 0.1%
19.871
< 0.1%
20.361
< 0.1%
21.281
< 0.1%
21.751
< 0.1%
21.971
< 0.1%
22.661
< 0.1%
23.111
< 0.1%
23.261
< 0.1%
23.521
< 0.1%
ValueCountFrequency (%)
994.821
< 0.1%
990.171
< 0.1%
812.371
< 0.1%
804.761
< 0.1%
753.231
< 0.1%
708.231
< 0.1%
668.441
< 0.1%
663.61
< 0.1%
627.251
< 0.1%
573.291
< 0.1%

carbon.dioxide.binding.capacity
Real number (ℝ≥0)

Distinct266
Distinct (%)13.3%
Missing11
Missing (%)0.5%
Infinite0
Infinite (%)0.0%
Mean23.81617426
Minimum2.1
Maximum47.2
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum2.1
5-th percentile15.9
Q120.9
median23.9
Q326.7
95-th percentile31.2
Maximum47.2
Range45.1
Interquartile range (IQR)5.8

Descriptive statistics

Standard deviation4.843350066
Coefficient of variation (CV)0.2033638994
Kurtosis1.784396993
Mean23.81617426
Median Absolute Deviation (MAD)2.9
Skewness-0.1313880805
Sum47560.9
Variance23.45803987
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
21.426
 
1.3%
23.726
 
1.3%
2424
 
1.2%
22.824
 
1.2%
23.523
 
1.1%
23.323
 
1.1%
24.723
 
1.1%
26.622
 
1.1%
21.822
 
1.1%
22.922
 
1.1%
Other values (256)1762
87.7%
ValueCountFrequency (%)
2.11
< 0.1%
2.71
< 0.1%
3.11
< 0.1%
4.91
< 0.1%
5.62
0.1%
5.81
< 0.1%
5.91
< 0.1%
6.11
< 0.1%
7.31
< 0.1%
7.91
< 0.1%
ValueCountFrequency (%)
47.21
< 0.1%
44.91
< 0.1%
43.81
< 0.1%
43.31
< 0.1%
40.31
< 0.1%
39.11
< 0.1%
38.71
< 0.1%
38.61
< 0.1%
38.31
< 0.1%
38.21
< 0.1%

calcium
Real number (ℝ≥0)

Distinct116
Distinct (%)5.8%
Missing11
Missing (%)0.5%
Infinite0
Infinite (%)0.0%
Mean2.292944417
Minimum1.39
Maximum3.37
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1.39
5-th percentile2.02
Q12.18
median2.29
Q32.4
95-th percentile2.59
Maximum3.37
Range1.98
Interquartile range (IQR)0.22

Descriptive statistics

Standard deviation0.1805673075
Coefficient of variation (CV)0.07874909926
Kurtosis2.022486352
Mean2.292944417
Median Absolute Deviation (MAD)0.11
Skewness0.07571538519
Sum4579.01
Variance0.03260455252
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.2365
 
3.2%
2.358
 
2.9%
2.2658
 
2.9%
2.2754
 
2.7%
2.2551
 
2.5%
2.3251
 
2.5%
2.2849
 
2.4%
2.3149
 
2.4%
2.3448
 
2.4%
2.3345
 
2.2%
Other values (106)1469
73.2%
ValueCountFrequency (%)
1.391
 
< 0.1%
1.441
 
< 0.1%
1.521
 
< 0.1%
1.591
 
< 0.1%
1.673
0.1%
1.712
0.1%
1.721
 
< 0.1%
1.731
 
< 0.1%
1.741
 
< 0.1%
1.772
0.1%
ValueCountFrequency (%)
3.371
 
< 0.1%
3.022
0.1%
2.981
 
< 0.1%
2.951
 
< 0.1%
2.882
0.1%
2.861
 
< 0.1%
2.841
 
< 0.1%
2.834
0.2%
2.811
 
< 0.1%
2.81
 
< 0.1%

potassium
Real number (ℝ≥0)

Distinct330
Distinct (%)16.5%
Missing11
Missing (%)0.5%
Infinite0
Infinite (%)0.0%
Mean3.981462193
Minimum1.67
Maximum11.1
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1.67
5-th percentile3.028
Q13.53
median3.88
Q34.33
95-th percentile5.262
Maximum11.1
Range9.43
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation0.7058074763
Coefficient of variation (CV)0.1772734342
Kurtosis6.575153584
Mean3.981462193
Median Absolute Deviation (MAD)0.39
Skewness1.400165716
Sum7950.98
Variance0.4981641936
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3.5824
 
1.2%
3.8222
 
1.1%
3.7722
 
1.1%
3.6620
 
1.0%
3.6719
 
0.9%
3.7119
 
0.9%
4.118
 
0.9%
3.4417
 
0.8%
3.9517
 
0.8%
3.7617
 
0.8%
Other values (320)1802
89.7%
ValueCountFrequency (%)
1.671
< 0.1%
2.291
< 0.1%
2.311
< 0.1%
2.441
< 0.1%
2.461
< 0.1%
2.471
< 0.1%
2.521
< 0.1%
2.531
< 0.1%
2.61
< 0.1%
2.611
< 0.1%
ValueCountFrequency (%)
11.11
< 0.1%
7.291
< 0.1%
7.11
< 0.1%
6.972
0.1%
6.941
< 0.1%
6.811
< 0.1%
6.711
< 0.1%
6.691
< 0.1%
6.661
< 0.1%
6.571
< 0.1%

chloride
Real number (ℝ≥0)

Distinct290
Distinct (%)14.5%
Missing11
Missing (%)0.5%
Infinite0
Infinite (%)0.0%
Mean101.7887832
Minimum70.9
Maximum125.1
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum70.9
5-th percentile90.98
Q198.7
median102.6
Q3105.9
95-th percentile109.8
Maximum125.1
Range54.2
Interquartile range (IQR)7.2

Descriptive statistics

Standard deviation6.04532516
Coefficient of variation (CV)0.05939087757
Kurtosis2.204391901
Mean101.7887832
Median Absolute Deviation (MAD)3.6
Skewness-0.9341545084
Sum203272.2
Variance36.54595628
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
102.322
 
1.1%
10322
 
1.1%
104.322
 
1.1%
105.722
 
1.1%
105.120
 
1.0%
106.220
 
1.0%
107.320
 
1.0%
99.120
 
1.0%
99.919
 
0.9%
103.818
 
0.9%
Other values (280)1792
89.2%
ValueCountFrequency (%)
70.91
 
< 0.1%
73.31
 
< 0.1%
73.71
 
< 0.1%
75.61
 
< 0.1%
75.91
 
< 0.1%
761
 
< 0.1%
771
 
< 0.1%
77.33
0.1%
77.72
0.1%
78.81
 
< 0.1%
ValueCountFrequency (%)
125.11
< 0.1%
1221
< 0.1%
120.91
< 0.1%
118.21
< 0.1%
115.92
0.1%
115.81
< 0.1%
115.42
0.1%
1152
0.1%
114.61
< 0.1%
114.51
< 0.1%

sodium
Real number (ℝ≥0)

Distinct236
Distinct (%)11.8%
Missing11
Missing (%)0.5%
Infinite0
Infinite (%)0.0%
Mean138.2414622
Minimum107.5
Maximum159
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum107.5
5-th percentile129.78
Q1136
median139
Q3141.4
95-th percentile144.42
Maximum159
Range51.5
Interquartile range (IQR)5.4

Descriptive statistics

Standard deviation4.901773989
Coefficient of variation (CV)0.03545805948
Kurtosis3.986430813
Mean138.2414622
Median Absolute Deviation (MAD)2.7
Skewness-1.215951597
Sum276068.2
Variance24.02738824
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
14171
 
3.5%
13963
 
3.1%
14257
 
2.8%
14057
 
2.8%
14356
 
2.8%
13851
 
2.5%
13745
 
2.2%
13642
 
2.1%
14442
 
2.1%
13525
 
1.2%
Other values (226)1488
74.1%
ValueCountFrequency (%)
107.51
< 0.1%
107.91
< 0.1%
1111
< 0.1%
114.41
< 0.1%
115.71
< 0.1%
115.91
< 0.1%
1192
0.1%
119.31
< 0.1%
119.51
< 0.1%
119.71
< 0.1%
ValueCountFrequency (%)
1591
 
< 0.1%
158.51
 
< 0.1%
155.11
 
< 0.1%
1541
 
< 0.1%
1501
 
< 0.1%
149.71
 
< 0.1%
148.71
 
< 0.1%
148.21
 
< 0.1%
1485
0.2%
147.81
 
< 0.1%

Inorganic.Phosphorus
Real number (ℝ≥0)

MISSING

Distinct122
Distinct (%)30.0%
Missing1601
Missing (%)79.7%
Infinite0
Infinite (%)0.0%
Mean1.129017199
Minimum0.54
Maximum4.26
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.54
5-th percentile0.713
Q10.91
median1.04
Q31.195
95-th percentile1.967
Maximum4.26
Range3.72
Interquartile range (IQR)0.285

Descriptive statistics

Standard deviation0.4243436162
Coefficient of variation (CV)0.3758522161
Kurtosis14.46128394
Mean1.129017199
Median Absolute Deviation (MAD)0.15
Skewness3.094821585
Sum459.51
Variance0.1800675046
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.9812
 
0.6%
0.9911
 
0.5%
1.0110
 
0.5%
1.0810
 
0.5%
1.0710
 
0.5%
0.9410
 
0.5%
1.159
 
0.4%
0.839
 
0.4%
1.128
 
0.4%
0.968
 
0.4%
Other values (112)310
 
15.4%
(Missing)1601
79.7%
ValueCountFrequency (%)
0.541
 
< 0.1%
0.551
 
< 0.1%
0.571
 
< 0.1%
0.581
 
< 0.1%
0.591
 
< 0.1%
0.62
 
0.1%
0.642
 
0.1%
0.665
0.2%
0.681
 
< 0.1%
0.691
 
< 0.1%
ValueCountFrequency (%)
4.261
 
< 0.1%
3.771
 
< 0.1%
3.211
 
< 0.1%
3.21
 
< 0.1%
3.141
 
< 0.1%
2.551
 
< 0.1%
2.33
0.1%
2.271
 
< 0.1%
2.241
 
< 0.1%
2.232
0.1%

serum.magnesium
Real number (ℝ≥0)

MISSING

Distinct67
Distinct (%)16.5%
Missing1601
Missing (%)79.7%
Infinite0
Infinite (%)0.0%
Mean0.8708599509
Minimum0.52
Maximum1.49
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.52
5-th percentile0.653
Q10.785
median0.87
Q30.95
95-th percentile1.1
Maximum1.49
Range0.97
Interquartile range (IQR)0.165

Descriptive statistics

Standard deviation0.1342411533
Coefficient of variation (CV)0.1541478089
Kurtosis1.302827797
Mean0.8708599509
Median Absolute Deviation (MAD)0.08
Skewness0.3690969095
Sum354.44
Variance0.01802068723
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.8217
 
0.8%
0.8717
 
0.8%
0.8817
 
0.8%
0.9116
 
0.8%
0.8915
 
0.7%
0.8315
 
0.7%
0.7815
 
0.7%
0.8413
 
0.6%
0.9312
 
0.6%
0.8612
 
0.6%
Other values (57)258
 
12.8%
(Missing)1601
79.7%
ValueCountFrequency (%)
0.522
0.1%
0.531
 
< 0.1%
0.541
 
< 0.1%
0.562
0.1%
0.571
 
< 0.1%
0.582
0.1%
0.61
 
< 0.1%
0.612
0.1%
0.623
0.1%
0.631
 
< 0.1%
ValueCountFrequency (%)
1.491
 
< 0.1%
1.321
 
< 0.1%
1.311
 
< 0.1%
1.261
 
< 0.1%
1.211
 
< 0.1%
1.181
 
< 0.1%
1.172
0.1%
1.162
0.1%
1.144
0.2%
1.121
 
< 0.1%
Distinct173
Distinct (%)9.8%
Missing241
Missing (%)12.0%
Infinite0
Infinite (%)0.0%
Mean0.2107416856
Minimum0.01304347826
Maximum1
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.01304347826
5-th percentile0.05
Q10.11
median0.17
Q30.26
95-th percentile0.5
Maximum1
Range0.9869565217
Interquartile range (IQR)0.15

Descriptive statistics

Standard deviation0.1505472726
Coefficient of variation (CV)0.7143687406
Kurtosis5.42541357
Mean0.2107416856
Median Absolute Deviation (MAD)0.07
Skewness1.984512478
Sum372.3805585
Variance0.02266448127
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.1186
 
4.3%
0.1381
 
4.0%
0.1275
 
3.7%
0.1575
 
3.7%
0.1474
 
3.7%
0.1772
 
3.6%
0.1870
 
3.5%
0.1664
 
3.2%
0.0963
 
3.1%
0.258
 
2.9%
Other values (163)1049
52.2%
(Missing)241
 
12.0%
ValueCountFrequency (%)
0.013043478261
 
< 0.1%
0.0211
0.5%
0.024486442071
 
< 0.1%
0.025714285711
 
< 0.1%
0.027246653921
 
< 0.1%
0.028497409331
 
< 0.1%
0.029166666671
 
< 0.1%
0.029211746521
 
< 0.1%
0.029931972791
 
< 0.1%
0.0316
0.8%
ValueCountFrequency (%)
12
0.1%
0.994
0.2%
0.981
 
< 0.1%
0.931
 
< 0.1%
0.913
0.1%
0.91
 
< 0.1%
0.871
 
< 0.1%
0.851
 
< 0.1%
0.831
 
< 0.1%
0.822
0.1%
Distinct62
Distinct (%)3.5%
Missing241
Missing (%)12.0%
Infinite0
Infinite (%)0.0%
Mean0.817057159
Minimum0.36
Maximum1.15
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.36
5-th percentile0.66
Q10.77
median0.82
Q30.88
95-th percentile0.96
Maximum1.15
Range0.79
Interquartile range (IQR)0.11

Descriptive statistics

Standard deviation0.09446486709
Coefficient of variation (CV)0.1156159836
Kurtosis2.457129166
Mean0.817057159
Median Absolute Deviation (MAD)0.05
Skewness-0.943898554
Sum1443.74
Variance0.008923611114
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.83105
 
5.2%
0.894
 
4.7%
0.8591
 
4.5%
0.8287
 
4.3%
0.8186
 
4.3%
0.7984
 
4.2%
0.8480
 
4.0%
0.7776
 
3.8%
0.7875
 
3.7%
0.8673
 
3.6%
Other values (52)916
45.6%
(Missing)241
 
12.0%
ValueCountFrequency (%)
0.361
 
< 0.1%
0.411
 
< 0.1%
0.424
0.2%
0.431
 
< 0.1%
0.442
 
0.1%
0.463
0.1%
0.475
0.2%
0.491
 
< 0.1%
0.513
0.1%
0.525
0.2%
ValueCountFrequency (%)
1.151
 
< 0.1%
1.131
 
< 0.1%
1.051
 
< 0.1%
1.021
 
< 0.1%
14
 
0.2%
0.9923
1.1%
0.9821
1.0%
0.9725
1.2%
0.9623
1.1%
0.9528
1.4%

hydroxybutyrate.dehydrogenase
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct316
Distinct (%)17.9%
Missing241
Missing (%)12.0%
Infinite0
Infinite (%)0.0%
Mean215.5014148
Minimum78
Maximum2666
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum78
5-th percentile129
Q1160
median187
Q3227
95-th percentile366.7
Maximum2666
Range2588
Interquartile range (IQR)67

Descriptive statistics

Standard deviation144.7867877
Coefficient of variation (CV)0.6718600332
Kurtosis127.8929276
Mean215.5014148
Median Absolute Deviation (MAD)32
Skewness9.383134811
Sum380791
Variance20963.2139
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
16525
 
1.2%
18822
 
1.1%
17021
 
1.0%
15920
 
1.0%
20720
 
1.0%
17119
 
0.9%
17219
 
0.9%
18019
 
0.9%
14119
 
0.9%
16319
 
0.9%
Other values (306)1564
77.9%
(Missing)241
 
12.0%
ValueCountFrequency (%)
781
< 0.1%
851
< 0.1%
921
< 0.1%
991
< 0.1%
1021
< 0.1%
1041
< 0.1%
1052
0.1%
1072
0.1%
1081
< 0.1%
1092
0.1%
ValueCountFrequency (%)
26661
< 0.1%
26571
< 0.1%
21921
< 0.1%
16501
< 0.1%
16051
< 0.1%
14991
< 0.1%
11571
< 0.1%
11471
< 0.1%
10311
< 0.1%
9031
< 0.1%

glutamic.oxaloacetic.transaminase
Real number (ℝ≥0)

MISSING

Distinct186
Distinct (%)10.6%
Missing253
Missing (%)12.6%
Infinite0
Infinite (%)0.0%
Mean63.22022792
Minimum5
Maximum6640
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum5
5-th percentile13
Q120
median26
Q339
95-th percentile116.3
Maximum6640
Range6635
Interquartile range (IQR)19

Descriptive statistics

Standard deviation297.4259048
Coefficient of variation (CV)4.704600324
Kurtosis306.101973
Mean63.22022792
Median Absolute Deviation (MAD)8
Skewness16.11501599
Sum110951.5
Variance88462.16883
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1876
 
3.8%
2473
 
3.6%
2169
 
3.4%
2069
 
3.4%
2268
 
3.4%
1967
 
3.3%
2366
 
3.3%
2663
 
3.1%
2562
 
3.1%
1760
 
3.0%
Other values (176)1082
53.9%
(Missing)253
 
12.6%
ValueCountFrequency (%)
52
 
0.1%
61
 
< 0.1%
71
 
< 0.1%
83
 
0.1%
95
 
0.2%
1012
 
0.6%
1114
0.7%
1230
1.5%
1333
1.6%
1427
1.3%
ValueCountFrequency (%)
66401
< 0.1%
64901
< 0.1%
42621
< 0.1%
34541
< 0.1%
34371
< 0.1%
27191
< 0.1%
16261
< 0.1%
16111
< 0.1%
15711
< 0.1%
14441
< 0.1%

creatine.kinase
Real number (ℝ≥0)

MISSING

Distinct330
Distinct (%)18.7%
Missing241
Missing (%)12.0%
Infinite0
Infinite (%)0.0%
Mean136.3791737
Minimum17
Maximum5920
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum17
5-th percentile38
Q164
median91
Q3137
95-th percentile324.4
Maximum5920
Range5903
Interquartile range (IQR)73

Descriptive statistics

Standard deviation284.8083578
Coefficient of variation (CV)2.088356675
Kurtosis279.231974
Mean136.3791737
Median Absolute Deviation (MAD)33
Skewness15.11688489
Sum240982
Variance81115.80065
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7025
 
1.2%
6423
 
1.1%
7922
 
1.1%
7322
 
1.1%
6522
 
1.1%
6919
 
0.9%
7619
 
0.9%
5919
 
0.9%
10919
 
0.9%
8419
 
0.9%
Other values (320)1558
77.6%
(Missing)241
 
12.0%
ValueCountFrequency (%)
171
 
< 0.1%
182
 
0.1%
191
 
< 0.1%
211
 
< 0.1%
222
 
0.1%
231
 
< 0.1%
245
0.2%
253
0.1%
262
 
0.1%
273
0.1%
ValueCountFrequency (%)
59201
< 0.1%
58761
< 0.1%
56091
< 0.1%
31051
< 0.1%
30101
< 0.1%
15641
< 0.1%
15021
< 0.1%
14331
< 0.1%
13251
< 0.1%
12631
< 0.1%

creatine.kinase.isoenzyme
Real number (ℝ≥0)

MISSING

Distinct406
Distinct (%)23.0%
Missing241
Missing (%)12.0%
Infinite0
Infinite (%)0.0%
Mean19.75647991
Minimum0.9
Maximum424
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.9
5-th percentile7.1
Q112.1
median16.1
Q321.8
95-th percentile40.47
Maximum424
Range423.1
Interquartile range (IQR)9.7

Descriptive statistics

Standard deviation19.77321998
Coefficient of variation (CV)1.00084732
Kurtosis155.4264906
Mean19.75647991
Median Absolute Deviation (MAD)4.6
Skewness9.977713404
Sum34909.7
Variance390.9802284
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
14.622
 
1.1%
15.220
 
1.0%
12.319
 
0.9%
17.618
 
0.9%
17.218
 
0.9%
14.316
 
0.8%
17.716
 
0.8%
13.715
 
0.7%
12.215
 
0.7%
13.915
 
0.7%
Other values (396)1593
79.3%
(Missing)241
 
12.0%
ValueCountFrequency (%)
0.92
0.1%
11
< 0.1%
1.81
< 0.1%
2.11
< 0.1%
2.31
< 0.1%
2.41
< 0.1%
2.91
< 0.1%
3.11
< 0.1%
3.31
< 0.1%
3.51
< 0.1%
ValueCountFrequency (%)
4241
< 0.1%
3381
< 0.1%
217.11
< 0.1%
205.91
< 0.1%
187.71
< 0.1%
1841
< 0.1%
165.91
< 0.1%
151.51
< 0.1%
120.61
< 0.1%
119.11
< 0.1%

lactate.dehydrogenase
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct377
Distinct (%)21.3%
Missing241
Missing (%)12.0%
Infinite0
Infinite (%)0.0%
Mean273.2914544
Minimum107
Maximum6279
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum107
5-th percentile157
Q1195
median229
Q3282
95-th percentile469.5
Maximum6279
Range6172
Interquartile range (IQR)87

Descriptive statistics

Standard deviation253.2147586
Coefficient of variation (CV)0.9265374182
Kurtosis229.974237
Mean273.2914544
Median Absolute Deviation (MAD)42
Skewness12.56554006
Sum482906
Variance64117.71399
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
22320
 
1.0%
21020
 
1.0%
19919
 
0.9%
21317
 
0.8%
20017
 
0.8%
18817
 
0.8%
17516
 
0.8%
22616
 
0.8%
23516
 
0.8%
18316
 
0.8%
Other values (367)1593
79.3%
(Missing)241
 
12.0%
ValueCountFrequency (%)
1071
< 0.1%
1091
< 0.1%
1101
< 0.1%
1131
< 0.1%
1151
< 0.1%
1231
< 0.1%
1241
< 0.1%
1271
< 0.1%
1281
< 0.1%
1291
< 0.1%
ValueCountFrequency (%)
62791
< 0.1%
40391
< 0.1%
28811
< 0.1%
28181
< 0.1%
26161
< 0.1%
23411
< 0.1%
20781
< 0.1%
20271
< 0.1%
19351
< 0.1%
17411
< 0.1%

brain.natriuretic.peptide
Real number (ℝ≥0)

MISSING

Distinct1861
Distinct (%)94.3%
Missing35
Missing (%)1.7%
Infinite0
Infinite (%)0.0%
Mean1280.437258
Minimum2.69
Maximum5000
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum2.69
5-th percentile75.914
Q1303.94
median753.03
Q31738.52
95-th percentile5000
Maximum5000
Range4997.31
Interquartile range (IQR)1434.58

Descriptive statistics

Standard deviation1354.15975
Coefficient of variation (CV)1.057576029
Kurtosis1.334273324
Mean1280.437258
Median Absolute Deviation (MAD)552.68
Skewness1.488724072
Sum2526302.71
Variance1833748.629
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5000100
 
5.0%
838.292
 
0.1%
67.452
 
0.1%
194.912
 
0.1%
179.92
 
0.1%
242.162
 
0.1%
418.932
 
0.1%
310.62
 
0.1%
186.52
 
0.1%
1190.322
 
0.1%
Other values (1851)1855
92.4%
(Missing)35
 
1.7%
ValueCountFrequency (%)
2.691
< 0.1%
11.11
< 0.1%
12.131
< 0.1%
13.611
< 0.1%
14.051
< 0.1%
15.261
< 0.1%
16.181
< 0.1%
17.261
< 0.1%
18.591
< 0.1%
19.091
< 0.1%
ValueCountFrequency (%)
5000100
5.0%
4982.851
 
< 0.1%
4917.831
 
< 0.1%
4916.261
 
< 0.1%
4888.871
 
< 0.1%
4882.061
 
< 0.1%
4875.521
 
< 0.1%
4875.011
 
< 0.1%
4861.731
 
< 0.1%
4851.151
 
< 0.1%

high.sensitivity.protein
Real number (ℝ≥0)

MISSING

Distinct430
Distinct (%)45.7%
Missing1067
Missing (%)53.1%
Infinite0
Infinite (%)0.0%
Mean25.0946865
Minimum0.1
Maximum188.1
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.1
5-th percentile1.2
Q14
median9.4
Q329.8
95-th percentile104
Maximum188.1
Range188
Interquartile range (IQR)25.8

Descriptive statistics

Standard deviation34.65165363
Coefficient of variation (CV)1.380836283
Kurtosis4.0347878
Mean25.0946865
Median Absolute Deviation (MAD)6.9
Skewness2.077214723
Sum23614.1
Variance1200.737099
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
314
 
0.7%
5.911
 
0.5%
0.710
 
0.5%
3.910
 
0.5%
4.89
 
0.4%
2.89
 
0.4%
3.39
 
0.4%
0.89
 
0.4%
3.19
 
0.4%
1.29
 
0.4%
Other values (420)842
41.9%
(Missing)1067
53.1%
ValueCountFrequency (%)
0.12
 
0.1%
0.21
 
< 0.1%
0.32
 
0.1%
0.46
0.3%
0.54
 
0.2%
0.62
 
0.1%
0.710
0.5%
0.89
0.4%
16
0.3%
1.14
 
0.2%
ValueCountFrequency (%)
188.11
< 0.1%
178.91
< 0.1%
172.11
< 0.1%
1721
< 0.1%
168.61
< 0.1%
167.51
< 0.1%
163.91
< 0.1%
160.81
< 0.1%
154.31
< 0.1%
154.21
< 0.1%

nucleotidase
Real number (ℝ≥0)

MISSING

Distinct164
Distinct (%)11.1%
Missing529
Missing (%)26.3%
Infinite0
Infinite (%)0.0%
Mean4.292359703
Minimum0.3
Maximum31.4
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.3
5-th percentile1.4
Q12.2
median3
Q35
95-th percentile11.41
Maximum31.4
Range31.1
Interquartile range (IQR)2.8

Descriptive statistics

Standard deviation3.621982545
Coefficient of variation (CV)0.8438208342
Kurtosis11.15458229
Mean4.292359703
Median Absolute Deviation (MAD)1.1
Skewness2.831469426
Sum6348.4
Variance13.11875755
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.659
 
2.9%
2.349
 
2.4%
247
 
2.3%
2.446
 
2.3%
2.945
 
2.2%
1.845
 
2.2%
2.143
 
2.1%
2.542
 
2.1%
2.242
 
2.1%
1.740
 
2.0%
Other values (154)1021
50.8%
(Missing)529
26.3%
ValueCountFrequency (%)
0.31
 
< 0.1%
0.64
 
0.2%
0.71
 
< 0.1%
0.83
 
0.1%
0.97
 
0.3%
18
 
0.4%
1.18
 
0.4%
1.218
0.9%
1.315
0.7%
1.429
1.4%
ValueCountFrequency (%)
31.41
< 0.1%
29.41
< 0.1%
28.61
< 0.1%
26.41
< 0.1%
25.91
< 0.1%
25.51
< 0.1%
24.11
< 0.1%
23.11
< 0.1%
21.81
< 0.1%
21.51
< 0.1%

fucosidase
Real number (ℝ≥0)

MISSING

Distinct281
Distinct (%)19.0%
Missing529
Missing (%)26.3%
Infinite0
Infinite (%)0.0%
Mean19.36680189
Minimum3.8
Maximum59.2
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum3.8
5-th percentile10.6
Q115.2
median18.7
Q322.8
95-th percentile30.3
Maximum59.2
Range55.4
Interquartile range (IQR)7.6

Descriptive statistics

Standard deviation6.079402433
Coefficient of variation (CV)0.3139084329
Kurtosis1.658523966
Mean19.36680189
Median Absolute Deviation (MAD)3.8
Skewness0.767597699
Sum28643.5
Variance36.95913395
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
19.218
 
0.9%
13.817
 
0.8%
16.517
 
0.8%
17.316
 
0.8%
15.215
 
0.7%
17.915
 
0.7%
17.115
 
0.7%
16.215
 
0.7%
18.215
 
0.7%
14.714
 
0.7%
Other values (271)1322
65.8%
(Missing)529
26.3%
ValueCountFrequency (%)
3.81
< 0.1%
4.61
< 0.1%
4.92
0.1%
51
< 0.1%
6.41
< 0.1%
6.51
< 0.1%
6.72
0.1%
6.81
< 0.1%
71
< 0.1%
7.21
< 0.1%
ValueCountFrequency (%)
59.21
 
< 0.1%
44.41
 
< 0.1%
42.81
 
< 0.1%
39.53
0.1%
39.41
 
< 0.1%
38.81
 
< 0.1%
38.21
 
< 0.1%
38.11
 
< 0.1%
37.71
 
< 0.1%
37.61
 
< 0.1%

albumin
Real number (ℝ≥0)

MISSING

Distinct255
Distinct (%)13.4%
Missing102
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean36.53268625
Minimum12.6
Maximum52.7
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum12.6
5-th percentile28
Q133.5
median36.8
Q339.8
95-th percentile44.1
Maximum52.7
Range40.1
Interquartile range (IQR)6.3

Descriptive statistics

Standard deviation4.975237034
Coefficient of variation (CV)0.1361859076
Kurtosis0.779800054
Mean36.53268625
Median Absolute Deviation (MAD)3.2
Skewness-0.3287609002
Sum69631.3
Variance24.75298354
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
36.531
 
1.5%
36.225
 
1.2%
37.622
 
1.1%
36.322
 
1.1%
37.521
 
1.0%
3721
 
1.0%
34.421
 
1.0%
35.921
 
1.0%
38.221
 
1.0%
36.420
 
1.0%
Other values (245)1681
83.7%
(Missing)102
 
5.1%
ValueCountFrequency (%)
12.61
< 0.1%
15.51
< 0.1%
17.31
< 0.1%
17.61
< 0.1%
191
< 0.1%
19.51
< 0.1%
20.81
< 0.1%
21.41
< 0.1%
21.71
< 0.1%
21.81
< 0.1%
ValueCountFrequency (%)
52.71
< 0.1%
52.61
< 0.1%
52.41
< 0.1%
51.11
< 0.1%
511
< 0.1%
50.41
< 0.1%
501
< 0.1%
49.82
0.1%
49.52
0.1%
49.41
< 0.1%

white.globulin.ratio
Real number (ℝ≥0)

MISSING

Distinct25
Distinct (%)1.3%
Missing102
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean1.330377754
Minimum0.1
Maximum2.6
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.1
5-th percentile0.8
Q11.1
median1.3
Q31.5
95-th percentile1.8
Maximum2.6
Range2.5
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.3092036406
Coefficient of variation (CV)0.2324179276
Kurtosis0.8077871121
Mean1.330377754
Median Absolute Deviation (MAD)0.2
Skewness0.09547988126
Sum2535.7
Variance0.09560689135
MonotocityNot monotonic
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
1.3284
14.1%
1.4269
13.4%
1.2229
11.4%
1.5213
10.6%
1.1183
9.1%
1.6143
7.1%
1128
6.4%
1.7122
6.1%
0.990
 
4.5%
1.861
 
3.0%
Other values (15)184
9.2%
(Missing)102
 
5.1%
ValueCountFrequency (%)
0.11
 
< 0.1%
0.31
 
< 0.1%
0.46
 
0.3%
0.510
 
0.5%
0.615
 
0.7%
0.728
 
1.4%
0.839
 
1.9%
0.990
4.5%
1128
6.4%
1.1183
9.1%
ValueCountFrequency (%)
2.62
 
0.1%
2.52
 
0.1%
2.42
 
0.1%
2.33
 
0.1%
2.21
 
< 0.1%
2.120
 
1.0%
230
 
1.5%
1.924
 
1.2%
1.861
3.0%
1.7122
6.1%

cholinesterase
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing2008
Missing (%)100.0%
Memory size15.8 KiB

glutamyltranspeptidase
Real number (ℝ≥0)

MISSING

Distinct250
Distinct (%)13.1%
Missing102
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean61.06873033
Minimum5
Maximum721
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum5
5-th percentile12
Q122
median39
Q374
95-th percentile186.75
Maximum721
Range716
Interquartile range (IQR)52

Descriptive statistics

Standard deviation68.4971329
Coefficient of variation (CV)1.121640036
Kurtosis21.21235149
Mean61.06873033
Median Absolute Deviation (MAD)21
Skewness3.753475109
Sum116397
Variance4691.857216
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2845
 
2.2%
1743
 
2.1%
1843
 
2.1%
1639
 
1.9%
2037
 
1.8%
3136
 
1.8%
2235
 
1.7%
2135
 
1.7%
1435
 
1.7%
1333
 
1.6%
Other values (240)1525
75.9%
(Missing)102
 
5.1%
ValueCountFrequency (%)
51
 
< 0.1%
62
 
0.1%
75
 
0.2%
812
 
0.6%
918
0.9%
1030
1.5%
1125
1.2%
1225
1.2%
1333
1.6%
1435
1.7%
ValueCountFrequency (%)
7211
< 0.1%
7121
< 0.1%
6231
< 0.1%
5861
< 0.1%
5741
< 0.1%
5681
< 0.1%
5021
< 0.1%
4811
< 0.1%
4421
< 0.1%
4231
< 0.1%

glutamic.pyruvic.transaminase
Real number (ℝ≥0)

MISSING

Distinct197
Distinct (%)10.3%
Missing102
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean53.96626443
Minimum3
Maximum4928
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum3
5-th percentile8
Q113
median21
Q335.75
95-th percentile114.5
Maximum4928
Range4925
Interquartile range (IQR)22.75

Descriptive statistics

Standard deviation204.0226411
Coefficient of variation (CV)3.780558896
Kurtosis231.5049797
Mean53.96626443
Median Absolute Deviation (MAD)9
Skewness13.08233601
Sum102859.7
Variance41625.23807
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1387
 
4.3%
1080
 
4.0%
1277
 
3.8%
1475
 
3.7%
1772
 
3.6%
1570
 
3.5%
1169
 
3.4%
1666
 
3.3%
1961
 
3.0%
2060
 
3.0%
Other values (187)1189
59.2%
(Missing)102
 
5.1%
ValueCountFrequency (%)
31
 
< 0.1%
46
 
0.3%
514
 
0.7%
617
 
0.8%
739
1.9%
843
2.1%
954
2.7%
1080
4.0%
1169
3.4%
1277
3.8%
ValueCountFrequency (%)
49281
< 0.1%
30851
< 0.1%
25511
< 0.1%
21471
< 0.1%
20961
< 0.1%
19771
< 0.1%
18601
< 0.1%
13841
< 0.1%
13171
< 0.1%
13111
< 0.1%

glutamic.oxaliplatin
Real number (ℝ≥0)

MISSING

Distinct193
Distinct (%)32.6%
Missing1416
Missing (%)70.5%
Infinite0
Infinite (%)0.0%
Mean1.371722973
Minimum0.01
Maximum11.14
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.01
5-th percentile0.59
Q10.91
median1.2
Q31.655
95-th percentile2.6025
Maximum11.14
Range11.13
Interquartile range (IQR)0.745

Descriptive statistics

Standard deviation0.7852104189
Coefficient of variation (CV)0.5724263823
Kurtosis43.29487983
Mean1.371722973
Median Absolute Deviation (MAD)0.35
Skewness4.467475721
Sum812.06
Variance0.616555402
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
118
 
0.9%
210
 
0.5%
0.910
 
0.5%
0.959
 
0.4%
1.069
 
0.4%
1.758
 
0.4%
0.938
 
0.4%
1.148
 
0.4%
1.338
 
0.4%
1.137
 
0.3%
Other values (183)497
 
24.8%
(Missing)1416
70.5%
ValueCountFrequency (%)
0.011
< 0.1%
0.291
< 0.1%
0.32
0.1%
0.311
< 0.1%
0.412
0.1%
0.421
< 0.1%
0.431
< 0.1%
0.441
< 0.1%
0.461
< 0.1%
0.492
0.1%
ValueCountFrequency (%)
11.141
< 0.1%
5.711
< 0.1%
4.82
0.1%
4.751
< 0.1%
4.561
< 0.1%
4.41
< 0.1%
3.631
< 0.1%
3.61
< 0.1%
3.561
< 0.1%
3.261
< 0.1%

indirect.bilirubin
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct351
Distinct (%)18.4%
Missing102
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean13.71028332
Minimum1
Maximum128.6
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1
5-th percentile4.4
Q17.8
median11.6
Q317.1
95-th percentile29.55
Maximum128.6
Range127.6
Interquartile range (IQR)9.3

Descriptive statistics

Standard deviation9.249737698
Coefficient of variation (CV)0.6746569334
Kurtosis21.70658592
Mean13.71028332
Median Absolute Deviation (MAD)4.3
Skewness3.176223402
Sum26131.8
Variance85.55764748
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7.622
 
1.1%
8.120
 
1.0%
7.819
 
0.9%
7.318
 
0.9%
5.418
 
0.9%
8.317
 
0.8%
9.817
 
0.8%
12.217
 
0.8%
7.717
 
0.8%
8.817
 
0.8%
Other values (341)1724
85.9%
(Missing)102
 
5.1%
ValueCountFrequency (%)
11
< 0.1%
1.22
0.1%
1.41
< 0.1%
1.51
< 0.1%
1.71
< 0.1%
1.91
< 0.1%
21
< 0.1%
2.12
0.1%
2.21
< 0.1%
2.42
0.1%
ValueCountFrequency (%)
128.61
< 0.1%
90.61
< 0.1%
87.91
< 0.1%
76.81
< 0.1%
69.51
< 0.1%
69.41
< 0.1%
63.81
< 0.1%
63.11
< 0.1%
62.91
< 0.1%
61.71
< 0.1%

alkaline.phosphatase
Real number (ℝ≥0)

MISSING

Distinct194
Distinct (%)10.2%
Missing102
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean89.4795383
Minimum19
Maximum1085
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum19
5-th percentile48
Q164
median80
Q3102
95-th percentile162.5
Maximum1085
Range1066
Interquartile range (IQR)38

Descriptive statistics

Standard deviation45.26413413
Coefficient of variation (CV)0.5058601663
Kurtosis126.794373
Mean89.4795383
Median Absolute Deviation (MAD)18
Skewness7.069936839
Sum170548
Variance2048.841838
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
6637
 
1.8%
7736
 
1.8%
7136
 
1.8%
6435
 
1.7%
7334
 
1.7%
6933
 
1.6%
7033
 
1.6%
6132
 
1.6%
7632
 
1.6%
8031
 
1.5%
Other values (184)1567
78.0%
(Missing)102
 
5.1%
ValueCountFrequency (%)
191
 
< 0.1%
251
 
< 0.1%
301
 
< 0.1%
311
 
< 0.1%
322
0.1%
351
 
< 0.1%
363
0.1%
374
0.2%
384
0.2%
392
0.1%
ValueCountFrequency (%)
10851
< 0.1%
4001
< 0.1%
3541
< 0.1%
3471
< 0.1%
3131
< 0.1%
2992
0.1%
2981
< 0.1%
2941
< 0.1%
2931
< 0.1%
2881
< 0.1%

globulin
Real number (ℝ≥0)

MISSING

Distinct278
Distinct (%)14.6%
Missing102
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean28.56941238
Minimum13.7
Maximum88.3
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum13.7
5-th percentile20.8
Q124.7
median27.9
Q331.4
95-th percentile38.65
Maximum88.3
Range74.6
Interquartile range (IQR)6.7

Descriptive statistics

Standard deviation6.057622982
Coefficient of variation (CV)0.2120317667
Kurtosis9.879929183
Mean28.56941238
Median Absolute Deviation (MAD)3.3
Skewness1.886526104
Sum54453.3
Variance36.69479619
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
26.525
 
1.2%
27.723
 
1.1%
25.323
 
1.1%
2622
 
1.1%
29.822
 
1.1%
29.421
 
1.0%
24.121
 
1.0%
29.721
 
1.0%
31.620
 
1.0%
28.619
 
0.9%
Other values (268)1689
84.1%
(Missing)102
 
5.1%
ValueCountFrequency (%)
13.71
 
< 0.1%
15.51
 
< 0.1%
16.21
 
< 0.1%
16.41
 
< 0.1%
16.61
 
< 0.1%
16.91
 
< 0.1%
172
0.1%
17.11
 
< 0.1%
17.23
0.1%
17.42
0.1%
ValueCountFrequency (%)
88.31
< 0.1%
701
< 0.1%
67.41
< 0.1%
66.21
< 0.1%
65.21
< 0.1%
60.71
< 0.1%
57.91
< 0.1%
56.61
< 0.1%
56.51
< 0.1%
55.81
< 0.1%

direct.bilirubin
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct298
Distinct (%)15.6%
Missing102
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean9.024501574
Minimum0.3
Maximum179.8
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.3
5-th percentile2.1
Q14.1
median6.5
Q310.5
95-th percentile24.4
Maximum179.8
Range179.5
Interquartile range (IQR)6.4

Descriptive statistics

Standard deviation9.548840217
Coefficient of variation (CV)1.058101673
Kurtosis67.5512917
Mean9.024501574
Median Absolute Deviation (MAD)2.9
Skewness5.758633593
Sum17200.7
Variance91.18034949
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5.331
 
1.5%
3.230
 
1.5%
4.729
 
1.4%
3.528
 
1.4%
4.428
 
1.4%
4.828
 
1.4%
5.424
 
1.2%
4.924
 
1.2%
3.724
 
1.2%
2.724
 
1.2%
Other values (288)1636
81.5%
(Missing)102
 
5.1%
ValueCountFrequency (%)
0.31
 
< 0.1%
0.42
 
0.1%
0.62
 
0.1%
0.81
 
< 0.1%
0.92
 
0.1%
18
0.4%
1.15
0.2%
1.26
0.3%
1.34
0.2%
1.47
0.3%
ValueCountFrequency (%)
179.81
< 0.1%
109.21
< 0.1%
77.51
< 0.1%
76.21
< 0.1%
72.91
< 0.1%
67.71
< 0.1%
61.61
< 0.1%
58.41
< 0.1%
571
< 0.1%
56.71
< 0.1%

total.bilirubin
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct507
Distinct (%)26.6%
Missing102
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean22.73478489
Minimum1.6
Maximum256.6
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1.6
5-th percentile6.9
Q112.125
median18.3
Q327.8
95-th percentile53.35
Maximum256.6
Range255
Interquartile range (IQR)15.675

Descriptive statistics

Standard deviation17.48581643
Coefficient of variation (CV)0.7691217012
Kurtosis27.52989092
Mean22.73478489
Median Absolute Deviation (MAD)7.2
Skewness3.705201694
Sum43332.5
Variance305.7537763
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
11.616
 
0.8%
20.514
 
0.7%
13.814
 
0.7%
14.814
 
0.7%
1913
 
0.6%
12.713
 
0.6%
18.312
 
0.6%
12.112
 
0.6%
12.612
 
0.6%
20.812
 
0.6%
Other values (497)1774
88.3%
(Missing)102
 
5.1%
ValueCountFrequency (%)
1.61
< 0.1%
1.81
< 0.1%
1.91
< 0.1%
2.81
< 0.1%
2.91
< 0.1%
3.42
0.1%
3.52
0.1%
3.61
< 0.1%
3.81
< 0.1%
42
0.1%
ValueCountFrequency (%)
256.61
< 0.1%
167.41
< 0.1%
164.51
< 0.1%
144.81
< 0.1%
139.11
< 0.1%
129.51
< 0.1%
123.61
< 0.1%
1211
< 0.1%
119.21
< 0.1%
116.61
< 0.1%

total.bile.acid
Real number (ℝ≥0)

MISSING

Distinct279
Distinct (%)18.6%
Missing510
Missing (%)25.4%
Infinite0
Infinite (%)0.0%
Mean8.554272363
Minimum0
Maximum170.2
Zeros1
Zeros (%)< 0.1%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile1.285
Q12.6
median4.7
Q38.8
95-th percentile27.415
Maximum170.2
Range170.2
Interquartile range (IQR)6.2

Descriptive statistics

Standard deviation13.48403984
Coefficient of variation (CV)1.576293023
Kurtosis45.80453753
Mean8.554272363
Median Absolute Deviation (MAD)2.6
Skewness5.698780416
Sum12814.3
Variance181.8193304
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
231
 
1.5%
2.127
 
1.3%
1.827
 
1.3%
2.626
 
1.3%
3.626
 
1.3%
2.724
 
1.2%
2.224
 
1.2%
2.324
 
1.2%
1.723
 
1.1%
322
 
1.1%
Other values (269)1244
62.0%
(Missing)510
25.4%
ValueCountFrequency (%)
01
 
< 0.1%
0.12
 
0.1%
0.51
 
< 0.1%
0.64
 
0.2%
0.77
 
0.3%
0.89
0.4%
0.910
0.5%
111
0.5%
1.112
0.6%
1.218
0.9%
ValueCountFrequency (%)
170.21
< 0.1%
166.21
< 0.1%
134.11
< 0.1%
122.61
< 0.1%
110.81
< 0.1%
108.41
< 0.1%
98.61
< 0.1%
96.91
< 0.1%
96.41
< 0.1%
92.51
< 0.1%

total.protein
Real number (ℝ≥0)

MISSING

Distinct349
Distinct (%)18.3%
Missing102
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean65.10209864
Minimum41.7
Maximum100.9
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum41.7
5-th percentile54
Q160.125
median64.7
Q369.375
95-th percentile77.475
Maximum100.9
Range59.2
Interquartile range (IQR)9.25

Descriptive statistics

Standard deviation7.341286964
Coefficient of variation (CV)0.1127657498
Kurtosis0.9373206722
Mean65.10209864
Median Absolute Deviation (MAD)4.6
Skewness0.3611677259
Sum124084.6
Variance53.89449428
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
64.319
 
0.9%
63.217
 
0.8%
68.717
 
0.8%
66.816
 
0.8%
64.216
 
0.8%
6316
 
0.8%
62.115
 
0.7%
66.215
 
0.7%
64.514
 
0.7%
65.214
 
0.7%
Other values (339)1747
87.0%
(Missing)102
 
5.1%
ValueCountFrequency (%)
41.71
< 0.1%
42.11
< 0.1%
42.91
< 0.1%
43.41
< 0.1%
43.61
< 0.1%
44.71
< 0.1%
45.51
< 0.1%
45.61
< 0.1%
45.91
< 0.1%
46.21
< 0.1%
ValueCountFrequency (%)
100.91
< 0.1%
991
< 0.1%
97.31
< 0.1%
94.71
< 0.1%
91.81
< 0.1%
91.71
< 0.1%
90.21
< 0.1%
89.11
< 0.1%
88.81
< 0.1%
86.41
< 0.1%

erythrocyte.sedimentation.rate
Real number (ℝ≥0)

MISSING

Distinct89
Distinct (%)29.0%
Missing1701
Missing (%)84.7%
Infinite0
Infinite (%)0.0%
Mean35.50814332
Minimum2
Maximum120
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum2
5-th percentile2
Q112
median28
Q350.5
95-th percentile101
Maximum120
Range118
Interquartile range (IQR)38.5

Descriptive statistics

Standard deviation30.31904046
Coefficient of variation (CV)0.853861611
Kurtosis0.494414018
Mean35.50814332
Median Absolute Deviation (MAD)18
Skewness1.088827547
Sum10901
Variance919.2442145
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
222
 
1.1%
412
 
0.6%
59
 
0.4%
198
 
0.4%
138
 
0.4%
437
 
0.3%
347
 
0.3%
1207
 
0.3%
127
 
0.3%
247
 
0.3%
Other values (79)213
 
10.6%
(Missing)1701
84.7%
ValueCountFrequency (%)
222
1.1%
33
 
0.1%
412
0.6%
59
0.4%
65
 
0.2%
74
 
0.2%
87
 
0.3%
93
 
0.1%
103
 
0.1%
115
 
0.2%
ValueCountFrequency (%)
1207
0.3%
1191
 
< 0.1%
1181
 
< 0.1%
1151
 
< 0.1%
1061
 
< 0.1%
1042
 
0.1%
1021
 
< 0.1%
1014
0.2%
1001
 
< 0.1%
951
 
< 0.1%

cholesterol
Real number (ℝ≥0)

MISSING

Distinct451
Distinct (%)24.9%
Missing198
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean3.72341989
Minimum1.2
Maximum10
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1.2
5-th percentile2.18
Q12.97
median3.6
Q34.3175
95-th percentile5.66
Maximum10
Range8.8
Interquartile range (IQR)1.3475

Descriptive statistics

Standard deviation1.088360229
Coefficient of variation (CV)0.2923012342
Kurtosis1.443758997
Mean3.72341989
Median Absolute Deviation (MAD)0.66
Skewness0.8151939109
Sum6739.39
Variance1.184527988
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3.2114
 
0.7%
3.414
 
0.7%
3.4213
 
0.6%
3.7913
 
0.6%
3.4313
 
0.6%
3.3312
 
0.6%
3.7111
 
0.5%
3.9411
 
0.5%
3.4611
 
0.5%
3.0211
 
0.5%
Other values (441)1687
84.0%
(Missing)198
 
9.9%
ValueCountFrequency (%)
1.21
< 0.1%
1.371
< 0.1%
1.51
< 0.1%
1.531
< 0.1%
1.581
< 0.1%
1.611
< 0.1%
1.621
< 0.1%
1.672
0.1%
1.681
< 0.1%
1.692
0.1%
ValueCountFrequency (%)
101
< 0.1%
8.581
< 0.1%
8.411
< 0.1%
8.371
< 0.1%
8.271
< 0.1%
8.261
< 0.1%
7.811
< 0.1%
7.631
< 0.1%
7.591
< 0.1%
7.41
< 0.1%

low.density.lipoprotein.cholesterol
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct327
Distinct (%)18.1%
Missing198
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean1.860585635
Minimum0.35
Maximum6.41
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.35
5-th percentile0.84
Q11.32
median1.76
Q32.2875
95-th percentile3.27
Maximum6.41
Range6.06
Interquartile range (IQR)0.9675

Descriptive statistics

Standard deviation0.7572982217
Coefficient of variation (CV)0.4070214277
Kurtosis1.90710023
Mean1.860585635
Median Absolute Deviation (MAD)0.48
Skewness1.009579127
Sum3367.66
Variance0.5735005966
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.4420
 
1.0%
1.6119
 
0.9%
1.6817
 
0.8%
1.3616
 
0.8%
1.9316
 
0.8%
1.7716
 
0.8%
2.0116
 
0.8%
1.8315
 
0.7%
2.215
 
0.7%
1.7615
 
0.7%
Other values (317)1645
81.9%
(Missing)198
 
9.9%
ValueCountFrequency (%)
0.351
 
< 0.1%
0.381
 
< 0.1%
0.431
 
< 0.1%
0.472
0.1%
0.481
 
< 0.1%
0.492
0.1%
0.51
 
< 0.1%
0.561
 
< 0.1%
0.574
0.2%
0.582
0.1%
ValueCountFrequency (%)
6.411
< 0.1%
5.471
< 0.1%
5.171
< 0.1%
5.111
< 0.1%
4.991
< 0.1%
4.951
< 0.1%
4.771
< 0.1%
4.711
< 0.1%
4.681
< 0.1%
4.621
< 0.1%

triglyceride
Real number (ℝ≥0)

MISSING

Distinct274
Distinct (%)15.1%
Missing198
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean1.160585635
Minimum0.22
Maximum24.45
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.22
5-th percentile0.49
Q10.71
median0.96
Q31.31
95-th percentile2.48
Maximum24.45
Range24.23
Interquartile range (IQR)0.6

Descriptive statistics

Standard deviation1.078681088
Coefficient of variation (CV)0.9294282607
Kurtosis219.8859684
Mean1.160585635
Median Absolute Deviation (MAD)0.28
Skewness11.91083898
Sum2100.66
Variance1.163552891
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.8228
 
1.4%
0.6727
 
1.3%
0.8426
 
1.3%
0.6425
 
1.2%
0.8825
 
1.2%
0.7522
 
1.1%
0.7122
 
1.1%
0.6522
 
1.1%
0.6122
 
1.1%
0.722
 
1.1%
Other values (264)1569
78.1%
(Missing)198
 
9.9%
ValueCountFrequency (%)
0.221
 
< 0.1%
0.241
 
< 0.1%
0.261
 
< 0.1%
0.282
 
0.1%
0.311
 
< 0.1%
0.322
 
0.1%
0.334
0.2%
0.353
0.1%
0.364
0.2%
0.375
0.2%
ValueCountFrequency (%)
24.451
< 0.1%
22.461
< 0.1%
14.241
< 0.1%
10.761
< 0.1%
6.791
< 0.1%
6.551
< 0.1%
6.161
< 0.1%
6.011
< 0.1%
5.81
< 0.1%
5.421
< 0.1%

high.density.lipoprotein.cholesterol
Real number (ℝ≥0)

MISSING

Distinct188
Distinct (%)10.4%
Missing198
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean1.10339779
Minimum0.02
Maximum2.74
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.02
5-th percentile0.59
Q10.86
median1.07
Q31.3
95-th percentile1.7455
Maximum2.74
Range2.72
Interquartile range (IQR)0.44

Descriptive statistics

Standard deviation0.352082648
Coefficient of variation (CV)0.319089499
Kurtosis0.8326169678
Mean1.10339779
Median Absolute Deviation (MAD)0.22
Skewness0.5680578757
Sum1997.15
Variance0.123962191
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.9327
 
1.3%
1.1927
 
1.3%
1.0727
 
1.3%
0.8826
 
1.3%
0.826
 
1.3%
1.0525
 
1.2%
125
 
1.2%
1.2125
 
1.2%
1.2325
 
1.2%
0.9725
 
1.2%
Other values (178)1552
77.3%
(Missing)198
 
9.9%
ValueCountFrequency (%)
0.021
< 0.1%
0.051
< 0.1%
0.171
< 0.1%
0.232
0.1%
0.261
< 0.1%
0.272
0.1%
0.322
0.1%
0.341
< 0.1%
0.352
0.1%
0.361
< 0.1%
ValueCountFrequency (%)
2.741
< 0.1%
2.591
< 0.1%
2.551
< 0.1%
2.431
< 0.1%
2.391
< 0.1%
2.281
< 0.1%
2.241
< 0.1%
2.211
< 0.1%
2.22
0.1%
2.192
0.1%

homocysteine
Real number (ℝ≥0)

MISSING

Distinct140
Distinct (%)95.9%
Missing1862
Missing (%)92.7%
Infinite0
Infinite (%)0.0%
Mean21.41369863
Minimum7.55
Maximum120.19
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum7.55
5-th percentile10.2675
Q114.7125
median18.49
Q323.3725
95-th percentile43.8725
Maximum120.19
Range112.64
Interquartile range (IQR)8.66

Descriptive statistics

Standard deviation13.75048197
Coefficient of variation (CV)0.6421348414
Kurtosis21.26869291
Mean21.41369863
Median Absolute Deviation (MAD)4.135
Skewness3.918393524
Sum3126.4
Variance189.0757545
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
153
 
0.1%
17.062
 
0.1%
15.742
 
0.1%
19.942
 
0.1%
12.132
 
0.1%
21.891
 
< 0.1%
53.281
 
< 0.1%
21.691
 
< 0.1%
39.141
 
< 0.1%
23.681
 
< 0.1%
Other values (130)130
 
6.5%
(Missing)1862
92.7%
ValueCountFrequency (%)
7.551
< 0.1%
8.11
< 0.1%
8.171
< 0.1%
8.581
< 0.1%
9.031
< 0.1%
9.451
< 0.1%
10.011
< 0.1%
10.161
< 0.1%
10.591
< 0.1%
10.631
< 0.1%
ValueCountFrequency (%)
120.191
< 0.1%
77.151
< 0.1%
75.631
< 0.1%
67.71
< 0.1%
53.281
< 0.1%
47.341
< 0.1%
46.261
< 0.1%
45.451
< 0.1%
39.141
< 0.1%
36.281
< 0.1%

apolipoprotein.A
Real number (ℝ≥0)

MISSING

Distinct96
Distinct (%)54.5%
Missing1832
Missing (%)91.2%
Infinite0
Infinite (%)0.0%
Mean1.303352273
Minimum0.53
Maximum2.2
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.53
5-th percentile0.78
Q11.08
median1.31
Q31.525
95-th percentile1.8075
Maximum2.2
Range1.67
Interquartile range (IQR)0.445

Descriptive statistics

Standard deviation0.3260703006
Coefficient of variation (CV)0.2501781808
Kurtosis-0.3100748985
Mean1.303352273
Median Absolute Deviation (MAD)0.23
Skewness0.1081055577
Sum229.39
Variance0.1063218409
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.165
 
0.2%
1.425
 
0.2%
1.375
 
0.2%
1.334
 
0.2%
1.114
 
0.2%
1.394
 
0.2%
0.934
 
0.2%
1.153
 
0.1%
1.353
 
0.1%
1.253
 
0.1%
Other values (86)136
 
6.8%
(Missing)1832
91.2%
ValueCountFrequency (%)
0.531
< 0.1%
0.571
< 0.1%
0.621
< 0.1%
0.682
0.1%
0.71
< 0.1%
0.711
< 0.1%
0.741
< 0.1%
0.751
< 0.1%
0.791
< 0.1%
0.811
< 0.1%
ValueCountFrequency (%)
2.21
< 0.1%
2.061
< 0.1%
2.011
< 0.1%
1.981
< 0.1%
1.931
< 0.1%
1.912
0.1%
1.891
< 0.1%
1.861
< 0.1%
1.792
0.1%
1.772
0.1%

apolipoprotein.B
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct75
Distinct (%)42.6%
Missing1832
Missing (%)91.2%
Infinite0
Infinite (%)0.0%
Mean0.7635227273
Minimum0.3
Maximum2.07
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.3
5-th percentile0.4225
Q10.57
median0.72
Q30.9225
95-th percentile1.285
Maximum2.07
Range1.77
Interquartile range (IQR)0.3525

Descriptive statistics

Standard deviation0.2858912471
Coefficient of variation (CV)0.3744371149
Kurtosis3.645665431
Mean0.7635227273
Median Absolute Deviation (MAD)0.16
Skewness1.467713022
Sum134.38
Variance0.08173380519
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.9910
 
0.5%
0.436
 
0.3%
0.736
 
0.3%
0.616
 
0.3%
0.945
 
0.2%
0.575
 
0.2%
0.885
 
0.2%
0.725
 
0.2%
0.825
 
0.2%
0.515
 
0.2%
Other values (65)118
 
5.9%
(Missing)1832
91.2%
ValueCountFrequency (%)
0.32
 
0.1%
0.371
 
< 0.1%
0.383
0.1%
0.392
 
0.1%
0.41
 
< 0.1%
0.436
0.3%
0.442
 
0.1%
0.453
0.1%
0.462
 
0.1%
0.472
 
0.1%
ValueCountFrequency (%)
2.071
< 0.1%
1.841
< 0.1%
1.761
< 0.1%
1.651
< 0.1%
1.541
< 0.1%
1.41
< 0.1%
1.381
< 0.1%
1.362
0.1%
1.261
< 0.1%
1.251
< 0.1%

lipoprotein
Real number (ℝ≥0)

MISSING

Distinct148
Distinct (%)84.1%
Missing1832
Missing (%)91.2%
Infinite0
Infinite (%)0.0%
Mean231.8465909
Minimum5
Maximum1160
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum5
5-th percentile29
Q160.5
median153
Q3324
95-th percentile684.5
Maximum1160
Range1155
Interquartile range (IQR)263.5

Descriptive statistics

Standard deviation228.0230171
Coefficient of variation (CV)0.9835081733
Kurtosis2.92978173
Mean231.8465909
Median Absolute Deviation (MAD)103
Skewness1.709386257
Sum40805
Variance51994.49633
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
323
 
0.1%
1333
 
0.1%
443
 
0.1%
1373
 
0.1%
642
 
0.1%
1472
 
0.1%
502
 
0.1%
162
 
0.1%
1142
 
0.1%
402
 
0.1%
Other values (138)152
 
7.6%
(Missing)1832
91.2%
ValueCountFrequency (%)
51
 
< 0.1%
162
0.1%
171
 
< 0.1%
211
 
< 0.1%
241
 
< 0.1%
271
 
< 0.1%
281
 
< 0.1%
292
0.1%
311
 
< 0.1%
323
0.1%
ValueCountFrequency (%)
11601
< 0.1%
10051
< 0.1%
9761
< 0.1%
9381
< 0.1%
9351
< 0.1%
9031
< 0.1%
8541
< 0.1%
8011
< 0.1%
7401
< 0.1%
6661
< 0.1%

pH
Real number (ℝ≥0)

MISSING

Distinct53
Distinct (%)5.3%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean7.412719033
Minimum6.77
Maximum7.6
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum6.77
5-th percentile7.29
Q17.39
median7.42
Q37.45
95-th percentile7.51
Maximum7.6
Range0.83
Interquartile range (IQR)0.06

Descriptive statistics

Standard deviation0.07485374591
Coefficient of variation (CV)0.01009801472
Kurtosis12.7397125
Mean7.412719033
Median Absolute Deviation (MAD)0.03
Skewness-2.329518636
Sum7360.83
Variance0.005603083276
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7.4290
 
4.5%
7.4384
 
4.2%
7.4477
 
3.8%
7.4170
 
3.5%
7.4563
 
3.1%
7.461
 
3.0%
7.4659
 
2.9%
7.3957
 
2.8%
7.3849
 
2.4%
7.4845
 
2.2%
Other values (43)338
 
16.8%
(Missing)1015
50.5%
ValueCountFrequency (%)
6.771
 
< 0.1%
6.811
 
< 0.1%
7.052
0.1%
7.061
 
< 0.1%
7.071
 
< 0.1%
7.081
 
< 0.1%
7.093
0.1%
7.111
 
< 0.1%
7.131
 
< 0.1%
7.161
 
< 0.1%
ValueCountFrequency (%)
7.61
 
< 0.1%
7.581
 
< 0.1%
7.571
 
< 0.1%
7.561
 
< 0.1%
7.558
0.4%
7.5410
0.5%
7.535
 
0.2%
7.5213
0.6%
7.5114
0.7%
7.519
0.9%

standard.residual.base
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct229
Distinct (%)23.1%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean-2.386505539
Minimum-32.7
Maximum24.9
Zeros8
Zeros (%)0.4%
Memory size15.8 KiB

Quantile statistics

Minimum-32.7
5-th percentile-10.84
Q1-5.1
median-2.2
Q30.5
95-th percentile5.84
Maximum24.9
Range57.6
Interquartile range (IQR)5.6

Descriptive statistics

Standard deviation5.363630057
Coefficient of variation (CV)-2.247482761
Kurtosis3.777576718
Mean-2.386505539
Median Absolute Deviation (MAD)2.8
Skewness-0.2482831986
Sum-2369.8
Variance28.76852739
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1.718
 
0.9%
-4.716
 
0.8%
-216
 
0.8%
-1.916
 
0.8%
-3.415
 
0.7%
-0.114
 
0.7%
-2.813
 
0.6%
-1.113
 
0.6%
-2.412
 
0.6%
-4.512
 
0.6%
Other values (219)848
42.2%
(Missing)1015
50.5%
ValueCountFrequency (%)
-32.71
< 0.1%
-32.61
< 0.1%
-22.81
< 0.1%
-22.41
< 0.1%
-20.31
< 0.1%
-19.81
< 0.1%
-19.71
< 0.1%
-19.21
< 0.1%
-191
< 0.1%
-17.52
0.1%
ValueCountFrequency (%)
24.91
< 0.1%
20.21
< 0.1%
18.31
< 0.1%
17.11
< 0.1%
13.61
< 0.1%
13.21
< 0.1%
132
0.1%
12.41
< 0.1%
12.11
< 0.1%
11.62
0.1%

standard.bicarbonate
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct178
Distinct (%)17.9%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean22.98821752
Minimum2.6
Maximum42.7
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum2.6
5-th percentile17.02
Q121
median23
Q325
95-th percentile28.94
Maximum42.7
Range40.1
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.9077121
Coefficient of variation (CV)0.1699876076
Kurtosis3.512061334
Mean22.98821752
Median Absolute Deviation (MAD)2
Skewness0.001236011228
Sum22827.3
Variance15.27021386
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
23.327
 
1.3%
22.422
 
1.1%
23.421
 
1.0%
23.518
 
0.9%
22.117
 
0.8%
2316
 
0.8%
21.215
 
0.7%
21.415
 
0.7%
21.515
 
0.7%
24.815
 
0.7%
Other values (168)812
40.4%
(Missing)1015
50.5%
ValueCountFrequency (%)
2.61
< 0.1%
41
< 0.1%
8.61
< 0.1%
9.11
< 0.1%
10.11
< 0.1%
10.21
< 0.1%
10.61
< 0.1%
10.71
< 0.1%
11.31
< 0.1%
11.81
< 0.1%
ValueCountFrequency (%)
42.71
< 0.1%
421
< 0.1%
40.21
< 0.1%
38.61
< 0.1%
361
< 0.1%
35.51
< 0.1%
351
< 0.1%
34.41
< 0.1%
33.81
< 0.1%
33.71
< 0.1%

partial.pressure.of.carbon.dioxide
Real number (ℝ≥0)

MISSING

Distinct59
Distinct (%)5.9%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean35.79859013
Minimum12
Maximum143
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum12
5-th percentile25
Q130
median34
Q339
95-th percentile50
Maximum143
Range131
Interquartile range (IQR)9

Descriptive statistics

Standard deviation9.559961345
Coefficient of variation (CV)0.2670485432
Kurtosis21.01418762
Mean35.79859013
Median Absolute Deviation (MAD)4
Skewness2.94581594
Sum35548
Variance91.39286091
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3367
 
3.3%
3567
 
3.3%
3662
 
3.1%
3161
 
3.0%
3459
 
2.9%
3258
 
2.9%
3053
 
2.6%
3946
 
2.3%
3842
 
2.1%
3742
 
2.1%
Other values (49)436
21.7%
(Missing)1015
50.5%
ValueCountFrequency (%)
121
 
< 0.1%
161
 
< 0.1%
181
 
< 0.1%
194
 
0.2%
204
 
0.2%
219
0.4%
228
0.4%
2311
0.5%
2410
0.5%
2516
0.8%
ValueCountFrequency (%)
1431
< 0.1%
971
< 0.1%
961
< 0.1%
802
0.1%
772
0.1%
761
< 0.1%
722
0.1%
712
0.1%
701
< 0.1%
681
< 0.1%

total.carbon.dioxide
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct232
Distinct (%)23.4%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean23.31248741
Minimum2.1
Maximum57.5
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum2.1
5-th percentile15.7
Q120.4
median23.2
Q325.9
95-th percentile31.5
Maximum57.5
Range55.4
Interquartile range (IQR)5.5

Descriptive statistics

Standard deviation5.104165475
Coefficient of variation (CV)0.2189455542
Kurtosis3.404838947
Mean23.31248741
Median Absolute Deviation (MAD)2.8
Skewness0.5202975659
Sum23149.3
Variance26.0525052
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
23.214
 
0.7%
26.313
 
0.6%
22.513
 
0.6%
23.713
 
0.6%
23.413
 
0.6%
23.112
 
0.6%
24.812
 
0.6%
21.712
 
0.6%
21.412
 
0.6%
25.212
 
0.6%
Other values (222)867
43.2%
(Missing)1015
50.5%
ValueCountFrequency (%)
2.11
< 0.1%
2.81
< 0.1%
7.91
< 0.1%
8.11
< 0.1%
8.31
< 0.1%
8.91
< 0.1%
10.11
< 0.1%
10.61
< 0.1%
10.82
0.1%
11.11
< 0.1%
ValueCountFrequency (%)
57.51
< 0.1%
44.11
< 0.1%
42.41
< 0.1%
41.32
0.1%
41.21
< 0.1%
40.51
< 0.1%
391
< 0.1%
38.91
< 0.1%
38.81
< 0.1%
38.21
< 0.1%

methemoglobin
Real number (ℝ≥0)

MISSING
ZEROS

Distinct16
Distinct (%)1.6%
Missing1016
Missing (%)50.6%
Infinite0
Infinite (%)0.0%
Mean0.2405241935
Minimum0
Maximum2.3
Zeros87
Zeros (%)4.3%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10.1
median0.2
Q30.3
95-th percentile0.5
Maximum2.3
Range2.3
Interquartile range (IQR)0.2

Descriptive statistics

Standard deviation0.1911010305
Coefficient of variation (CV)0.7945189532
Kurtosis27.22350443
Mean0.2405241935
Median Absolute Deviation (MAD)0.1
Skewness3.66987817
Sum238.6
Variance0.03651960385
MonotocityNot monotonic
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
0.3333
 
16.6%
0.2224
 
11.2%
0.1222
 
11.1%
087
 
4.3%
0.459
 
2.9%
0.530
 
1.5%
0.610
 
0.5%
0.79
 
0.4%
0.87
 
0.3%
0.93
 
0.1%
Other values (6)8
 
0.4%
(Missing)1016
50.6%
ValueCountFrequency (%)
087
 
4.3%
0.1222
11.1%
0.2224
11.2%
0.3333
16.6%
0.459
 
2.9%
0.530
 
1.5%
0.610
 
0.5%
0.79
 
0.4%
0.87
 
0.3%
0.93
 
0.1%
ValueCountFrequency (%)
2.31
 
< 0.1%
1.91
 
< 0.1%
1.71
 
< 0.1%
1.43
 
0.1%
1.31
 
< 0.1%
1.11
 
< 0.1%
0.93
 
0.1%
0.87
0.3%
0.79
0.4%
0.610
0.5%

hematocrit.blood.gas
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct48
Distinct (%)4.8%
Missing1016
Missing (%)50.6%
Infinite0
Infinite (%)0.0%
Mean36.57560484
Minimum10
Maximum111
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum10
5-th percentile23
Q132
median37
Q341
95-th percentile47.45
Maximum111
Range101
Interquartile range (IQR)9

Descriptive statistics

Standard deviation7.624137783
Coefficient of variation (CV)0.2084487137
Kurtosis9.036337575
Mean36.57560484
Median Absolute Deviation (MAD)4
Skewness0.5701050029
Sum36283
Variance58.12747693
MonotocityNot monotonic
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
3980
 
4.0%
3872
 
3.6%
4164
 
3.2%
3757
 
2.8%
4056
 
2.8%
3455
 
2.7%
3653
 
2.6%
3247
 
2.3%
4445
 
2.2%
4341
 
2.0%
Other values (38)422
21.0%
(Missing)1016
50.6%
ValueCountFrequency (%)
101
 
< 0.1%
121
 
< 0.1%
131
 
< 0.1%
141
 
< 0.1%
151
 
< 0.1%
163
 
0.1%
172
 
0.1%
181
 
< 0.1%
195
0.2%
208
0.4%
ValueCountFrequency (%)
1111
 
< 0.1%
601
 
< 0.1%
562
 
0.1%
552
 
0.1%
542
 
0.1%
534
 
0.2%
521
 
< 0.1%
519
0.4%
506
0.3%
4910
0.5%

reduced.hemoglobin
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct148
Distinct (%)14.9%
Missing1016
Missing (%)50.6%
Infinite0
Infinite (%)0.0%
Mean4.215120968
Minimum0.3
Maximum74.7
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.3
5-th percentile0.8
Q11.5
median2.5
Q34.625
95-th percentile12.435
Maximum74.7
Range74.4
Interquartile range (IQR)3.125

Descriptive statistics

Standard deviation6.132485597
Coefficient of variation (CV)1.454877723
Kurtosis47.19753171
Mean4.215120968
Median Absolute Deviation (MAD)1.3
Skewness5.85794908
Sum4181.4
Variance37.6073796
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.239
 
1.9%
1.438
 
1.9%
1.536
 
1.8%
1.635
 
1.7%
1.731
 
1.5%
1.130
 
1.5%
2.529
 
1.4%
229
 
1.4%
2.328
 
1.4%
1.327
 
1.3%
Other values (138)670
33.4%
(Missing)1016
50.6%
ValueCountFrequency (%)
0.31
 
< 0.1%
0.43
 
0.1%
0.52
 
0.1%
0.67
 
0.3%
0.714
 
0.7%
0.824
1.2%
0.925
1.2%
125
1.2%
1.130
1.5%
1.239
1.9%
ValueCountFrequency (%)
74.71
< 0.1%
64.51
< 0.1%
63.31
< 0.1%
561
< 0.1%
44.21
< 0.1%
43.61
< 0.1%
40.91
< 0.1%
37.91
< 0.1%
331
< 0.1%
32.31
< 0.1%

potassium.ion
Real number (ℝ≥0)

MISSING

Distinct266
Distinct (%)26.8%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean3.893484391
Minimum1.5
Maximum7.13
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1.5
5-th percentile2.98
Q13.47
median3.81
Q34.2
95-th percentile5.126
Maximum7.13
Range5.63
Interquartile range (IQR)0.73

Descriptive statistics

Standard deviation0.6689683801
Coefficient of variation (CV)0.1718174039
Kurtosis2.323509443
Mean3.893484391
Median Absolute Deviation (MAD)0.37
Skewness1.045868797
Sum3866.23
Variance0.4475186936
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3.713
 
0.6%
3.4812
 
0.6%
3.7312
 
0.6%
3.5212
 
0.6%
3.6611
 
0.5%
3.8111
 
0.5%
4.0710
 
0.5%
3.5610
 
0.5%
3.5710
 
0.5%
3.7410
 
0.5%
Other values (256)882
43.9%
(Missing)1015
50.5%
ValueCountFrequency (%)
1.51
< 0.1%
2.281
< 0.1%
2.321
< 0.1%
2.371
< 0.1%
2.441
< 0.1%
2.621
< 0.1%
2.641
< 0.1%
2.681
< 0.1%
2.691
< 0.1%
2.721
< 0.1%
ValueCountFrequency (%)
7.131
< 0.1%
6.911
< 0.1%
6.621
< 0.1%
6.61
< 0.1%
6.541
< 0.1%
6.441
< 0.1%
6.391
< 0.1%
6.061
< 0.1%
6.021
< 0.1%
5.982
0.1%

chloride.ion
Real number (ℝ≥0)

MISSING

Distinct45
Distinct (%)4.5%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean103.8741188
Minimum73
Maximum121
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum73
5-th percentile93
Q1101
median105
Q3108
95-th percentile112
Maximum121
Range48
Interquartile range (IQR)7

Descriptive statistics

Standard deviation6.217274392
Coefficient of variation (CV)0.05985393149
Kurtosis1.849681026
Mean103.8741188
Median Absolute Deviation (MAD)4
Skewness-0.7909461676
Sum103147
Variance38.65450086
MonotocityNot monotonic
Histogram with fixed size bins (bins=45)
ValueCountFrequency (%)
10583
 
4.1%
10675
 
3.7%
10472
 
3.6%
10869
 
3.4%
10768
 
3.4%
10361
 
3.0%
10261
 
3.0%
10957
 
2.8%
10155
 
2.7%
11048
 
2.4%
Other values (35)344
 
17.1%
(Missing)1015
50.5%
ValueCountFrequency (%)
731
 
< 0.1%
771
 
< 0.1%
781
 
< 0.1%
801
 
< 0.1%
811
 
< 0.1%
822
0.1%
832
0.1%
841
 
< 0.1%
853
0.1%
861
 
< 0.1%
ValueCountFrequency (%)
1212
 
0.1%
1201
 
< 0.1%
1193
 
0.1%
1186
 
0.3%
1173
 
0.1%
1162
 
0.1%
1157
 
0.3%
1149
 
0.4%
11315
0.7%
11227
1.3%

sodium.ion
Real number (ℝ≥0)

MISSING

Distinct213
Distinct (%)21.5%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean136.2119839
Minimum109.3
Maximum148.8
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum109.3
5-th percentile127.22
Q1133.6
median137.1
Q3139.6
95-th percentile142.5
Maximum148.8
Range39.5
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.973464607
Coefficient of variation (CV)0.0365126802
Kurtosis2.835180429
Mean136.2119839
Median Absolute Deviation (MAD)2.7
Skewness-1.243325228
Sum135258.5
Variance24.73535019
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
139.418
 
0.9%
139.517
 
0.8%
139.714
 
0.7%
138.414
 
0.7%
137.613
 
0.6%
138.113
 
0.6%
134.613
 
0.6%
138.813
 
0.6%
139.913
 
0.6%
136.713
 
0.6%
Other values (203)852
42.4%
(Missing)1015
50.5%
ValueCountFrequency (%)
109.31
< 0.1%
113.11
< 0.1%
114.31
< 0.1%
114.41
< 0.1%
1151
< 0.1%
118.41
< 0.1%
118.81
< 0.1%
119.31
< 0.1%
119.61
< 0.1%
119.91
< 0.1%
ValueCountFrequency (%)
148.81
< 0.1%
148.61
< 0.1%
147.21
< 0.1%
1461
< 0.1%
145.62
0.1%
145.41
< 0.1%
145.31
< 0.1%
1451
< 0.1%
144.81
< 0.1%
144.62
0.1%

glucose.blood.gas
Real number (ℝ≥0)

MISSING

Distinct159
Distinct (%)16.0%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean7.829707956
Minimum0.2
Maximum41
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.2
5-th percentile4.46
Q15.6
median6.7
Q38.7
95-th percentile15.3
Maximum41
Range40.8
Interquartile range (IQR)3.1

Descriptive statistics

Standard deviation3.990479296
Coefficient of variation (CV)0.5096587662
Kurtosis17.3445747
Mean7.829707956
Median Absolute Deviation (MAD)1.3
Skewness3.210877756
Sum7774.9
Variance15.92392502
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5.532
 
1.6%
5.728
 
1.4%
5.627
 
1.3%
6.324
 
1.2%
6.224
 
1.2%
5.323
 
1.1%
6.623
 
1.1%
6.423
 
1.1%
622
 
1.1%
6.122
 
1.1%
Other values (149)745
37.1%
(Missing)1015
50.5%
ValueCountFrequency (%)
0.21
 
< 0.1%
1.91
 
< 0.1%
2.24
0.2%
2.41
 
< 0.1%
2.81
 
< 0.1%
3.11
 
< 0.1%
3.22
0.1%
3.31
 
< 0.1%
3.42
0.1%
3.62
0.1%
ValueCountFrequency (%)
411
< 0.1%
40.81
< 0.1%
40.21
< 0.1%
33.11
< 0.1%
30.11
< 0.1%
261
< 0.1%
251
< 0.1%
24.41
< 0.1%
23.12
0.1%
22.41
< 0.1%

lactate
Real number (ℝ≥0)

MISSING

Distinct77
Distinct (%)7.8%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean2.30775428
Minimum0.6
Maximum19.9
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.6
5-th percentile1.1
Q11.5
median1.8
Q32.5
95-th percentile4.84
Maximum19.9
Range19.3
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.744019242
Coefficient of variation (CV)0.755721377
Kurtosis31.05037656
Mean2.30775428
Median Absolute Deviation (MAD)0.4
Skewness4.729239857
Sum2291.6
Variance3.041603117
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.777
 
3.8%
1.671
 
3.5%
1.569
 
3.4%
1.464
 
3.2%
1.254
 
2.7%
1.353
 
2.6%
1.852
 
2.6%
1.950
 
2.5%
245
 
2.2%
2.238
 
1.9%
Other values (67)420
20.9%
(Missing)1015
50.5%
ValueCountFrequency (%)
0.61
 
< 0.1%
0.72
 
0.1%
0.81
 
< 0.1%
0.913
 
0.6%
114
 
0.7%
1.130
1.5%
1.254
2.7%
1.353
2.6%
1.464
3.2%
1.569
3.4%
ValueCountFrequency (%)
19.91
< 0.1%
171
< 0.1%
16.91
< 0.1%
14.71
< 0.1%
14.11
< 0.1%
13.81
< 0.1%
13.51
< 0.1%
11.71
< 0.1%
11.21
< 0.1%
11.11
< 0.1%

measured.residual.base
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct218
Distinct (%)22.0%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean-1.898187311
Minimum-31.6
Maximum18.4
Zeros13
Zeros (%)0.6%
Memory size15.8 KiB

Quantile statistics

Minimum-31.6
5-th percentile-9.34
Q1-4.2
median-1.7
Q30.6
95-th percentile5
Maximum18.4
Range50
Interquartile range (IQR)4.8

Descriptive statistics

Standard deviation4.721422602
Coefficient of variation (CV)-2.487332296
Kurtosis4.618839323
Mean-1.898187311
Median Absolute Deviation (MAD)2.4
Skewness-0.6074694032
Sum-1884.9
Variance22.29183139
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1.518
 
0.9%
-1.318
 
0.9%
-1.218
 
0.9%
-1.417
 
0.8%
-2.817
 
0.8%
-1.116
 
0.8%
0.115
 
0.7%
-2.514
 
0.7%
-1.814
 
0.7%
013
 
0.6%
Other values (208)833
41.5%
(Missing)1015
50.5%
ValueCountFrequency (%)
-31.61
< 0.1%
-30.51
< 0.1%
-21.41
< 0.1%
-20.81
< 0.1%
-18.61
< 0.1%
-18.32
0.1%
-17.91
< 0.1%
-17.51
< 0.1%
-17.11
< 0.1%
-16.61
< 0.1%
ValueCountFrequency (%)
18.41
< 0.1%
181
< 0.1%
16.41
< 0.1%
14.71
< 0.1%
12.41
< 0.1%
11.71
< 0.1%
11.21
< 0.1%
10.61
< 0.1%
101
< 0.1%
9.91
< 0.1%

measured.bicarbonate
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct209
Distinct (%)21.0%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean22.21661631
Minimum1.8
Maximum53.1
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1.8
5-th percentile15
Q119.4
median22.2
Q324.8
95-th percentile30.04
Maximum53.1
Range51.3
Interquartile range (IQR)5.4

Descriptive statistics

Standard deviation4.878340029
Coefficient of variation (CV)0.219580694
Kurtosis3.044722789
Mean22.21661631
Median Absolute Deviation (MAD)2.7
Skewness0.4330767808
Sum22061.1
Variance23.79820144
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2415
 
0.7%
2214
 
0.7%
22.214
 
0.7%
19.814
 
0.7%
23.113
 
0.6%
20.513
 
0.6%
22.913
 
0.6%
22.413
 
0.6%
22.513
 
0.6%
24.213
 
0.6%
Other values (199)858
42.7%
(Missing)1015
50.5%
ValueCountFrequency (%)
1.81
< 0.1%
2.31
< 0.1%
7.11
< 0.1%
7.52
0.1%
8.31
< 0.1%
9.51
< 0.1%
101
< 0.1%
10.12
0.1%
10.22
0.1%
10.71
< 0.1%
ValueCountFrequency (%)
53.11
 
< 0.1%
42.51
 
< 0.1%
40.81
 
< 0.1%
39.71
 
< 0.1%
392
0.1%
38.11
 
< 0.1%
37.11
 
< 0.1%
36.61
 
< 0.1%
363
0.1%
35.92
0.1%

carboxyhemoglobin
Real number (ℝ≥0)

MISSING
ZEROS

Distinct35
Distinct (%)3.5%
Missing1016
Missing (%)50.6%
Infinite0
Infinite (%)0.0%
Mean0.6056451613
Minimum0
Maximum5.3
Zeros36
Zeros (%)1.8%
Memory size15.8 KiB

Quantile statistics

Minimum0
5-th percentile0.1
Q10.3
median0.4
Q30.8
95-th percentile1.645
Maximum5.3
Range5.3
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.5609459244
Coefficient of variation (CV)0.9261956674
Kurtosis8.601759485
Mean0.6056451613
Median Absolute Deviation (MAD)0.2
Skewness2.299968998
Sum600.8
Variance0.3146603301
MonotocityNot monotonic
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
0.3262
 
13.0%
0.292
 
4.6%
0.177
 
3.8%
0.476
 
3.8%
0.573
 
3.6%
0.752
 
2.6%
0.646
 
2.3%
0.844
 
2.2%
140
 
2.0%
036
 
1.8%
Other values (25)194
 
9.7%
(Missing)1016
50.6%
ValueCountFrequency (%)
036
 
1.8%
0.177
 
3.8%
0.292
 
4.6%
0.3262
13.0%
0.476
 
3.8%
0.573
 
3.6%
0.646
 
2.3%
0.752
 
2.6%
0.844
 
2.2%
0.935
 
1.7%
ValueCountFrequency (%)
5.31
< 0.1%
3.71
< 0.1%
3.32
0.1%
3.11
< 0.1%
32
0.1%
2.91
< 0.1%
2.81
< 0.1%
2.71
< 0.1%
2.62
0.1%
2.52
0.1%

body.temperature.blood.gas
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size118.8 KiB
nan
1015 
37.0
993 

Length

Max length4
Median length3
Mean length3.494521912
Min length3

Characters and Unicode

Total characters7017
Distinct characters6
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row37.0
2nd rownan
3rd rownan
4th rownan
5th rownan
ValueCountFrequency (%)
nan1015
50.5%
37.0993
49.5%
Histogram of lengths of the category
ValueCountFrequency (%)
nan1015
50.5%
37.0993
49.5%

Most occurring characters

ValueCountFrequency (%)
n2030
28.9%
a1015
14.5%
3993
14.2%
7993
14.2%
.993
14.2%
0993
14.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter3045
43.4%
Decimal Number2979
42.5%
Other Punctuation993
 
14.2%

Most frequent character per category

ValueCountFrequency (%)
3993
33.3%
7993
33.3%
0993
33.3%
ValueCountFrequency (%)
n2030
66.7%
a1015
33.3%
ValueCountFrequency (%)
.993
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common3972
56.6%
Latin3045
43.4%

Most frequent character per script

ValueCountFrequency (%)
3993
25.0%
7993
25.0%
.993
25.0%
0993
25.0%
ValueCountFrequency (%)
n2030
66.7%
a1015
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII7017
100.0%

Most frequent character per block

ValueCountFrequency (%)
n2030
28.9%
a1015
14.5%
3993
14.2%
7993
14.2%
.993
14.2%
0993
14.2%

oxygen.saturation
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct38
Distinct (%)3.8%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean95.80664653
Minimum25
Maximum100
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum25
5-th percentile87.6
Q195
median98
Q399
95-th percentile99
Maximum100
Range75
Interquartile range (IQR)4

Descriptive statistics

Standard deviation6.212863552
Coefficient of variation (CV)0.06484793882
Kurtosis46.3997733
Mean95.80664653
Median Absolute Deviation (MAD)1
Skewness-5.807000819
Sum95136
Variance38.59967352
MonotocityNot monotonic
Histogram with fixed size bins (bins=38)
ValueCountFrequency (%)
99265
 
13.2%
98246
 
12.3%
97129
 
6.4%
9688
 
4.4%
9571
 
3.5%
9438
 
1.9%
9336
 
1.8%
9221
 
1.0%
9118
 
0.9%
9014
 
0.7%
Other values (28)67
 
3.3%
(Missing)1015
50.5%
ValueCountFrequency (%)
251
< 0.1%
351
< 0.1%
361
< 0.1%
431
< 0.1%
562
0.1%
591
< 0.1%
621
< 0.1%
661
< 0.1%
671
< 0.1%
701
< 0.1%
ValueCountFrequency (%)
1006
 
0.3%
99265
13.2%
98246
12.3%
97129
6.4%
9688
 
4.4%
9571
 
3.5%
9438
 
1.9%
9336
 
1.8%
9221
 
1.0%
9118
 
0.9%

partial.oxygen.pressure
Real number (ℝ≥0)

MISSING

Distinct171
Distinct (%)17.2%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean108.121853
Minimum20
Maximum255
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum20
5-th percentile57
Q180
median102
Q3134
95-th percentile176
Maximum255
Range235
Interquartile range (IQR)54

Descriptive statistics

Standard deviation37.42266563
Coefficient of variation (CV)0.346115652
Kurtosis0.1265469277
Mean108.121853
Median Absolute Deviation (MAD)27
Skewness0.5583567775
Sum107365
Variance1400.455903
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
9619
 
0.9%
7818
 
0.9%
8017
 
0.8%
8416
 
0.8%
14816
 
0.8%
9014
 
0.7%
9714
 
0.7%
8214
 
0.7%
10214
 
0.7%
10014
 
0.7%
Other values (161)837
41.7%
(Missing)1015
50.5%
ValueCountFrequency (%)
201
 
< 0.1%
271
 
< 0.1%
282
0.1%
332
0.1%
351
 
< 0.1%
393
0.1%
413
0.1%
422
0.1%
432
0.1%
441
 
< 0.1%
ValueCountFrequency (%)
2551
< 0.1%
2431
< 0.1%
2421
< 0.1%
2261
< 0.1%
2241
< 0.1%
2181
< 0.1%
2131
< 0.1%
2121
< 0.1%
2101
< 0.1%
2091
< 0.1%

oxyhemoglobin
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct155
Distinct (%)15.6%
Missing1016
Missing (%)50.6%
Infinite0
Infinite (%)0.0%
Mean94.93870968
Minimum24.3
Maximum99.1
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum24.3
5-th percentile86.7
Q194.5
median96.6
Q397.8
95-th percentile98.6
Maximum99.1
Range74.8
Interquartile range (IQR)3.3

Descriptive statistics

Standard deviation6.205457507
Coefficient of variation (CV)0.06536277487
Kurtosis44.72774366
Mean94.93870968
Median Absolute Deviation (MAD)1.4
Skewness-5.673827882
Sum94179.2
Variance38.50770287
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
97.933
 
1.6%
98.232
 
1.6%
9831
 
1.5%
98.129
 
1.4%
97.627
 
1.3%
97.825
 
1.2%
96.925
 
1.2%
98.523
 
1.1%
97.223
 
1.1%
97.723
 
1.1%
Other values (145)721
35.9%
(Missing)1016
50.6%
ValueCountFrequency (%)
24.31
< 0.1%
35.11
< 0.1%
36.31
< 0.1%
431
< 0.1%
55.71
< 0.1%
56.11
< 0.1%
58.41
< 0.1%
61.61
< 0.1%
64.51
< 0.1%
661
< 0.1%
ValueCountFrequency (%)
99.13
 
0.1%
994
 
0.2%
98.96
 
0.3%
98.88
 
0.4%
98.711
 
0.5%
98.622
1.1%
98.523
1.1%
98.420
1.0%
98.321
1.0%
98.232
1.6%

anion.gap
Real number (ℝ)

MISSING

Distinct187
Distinct (%)18.8%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean14.0224572
Minimum-1.2
Maximum43.7
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum-1.2
5-th percentile7.8
Q111.7
median13.8
Q316.1
95-th percentile20.2
Maximum43.7
Range44.9
Interquartile range (IQR)4.4

Descriptive statistics

Standard deviation4.153747483
Coefficient of variation (CV)0.2962210847
Kurtosis5.269863119
Mean14.0224572
Median Absolute Deviation (MAD)2.3
Skewness1.028175185
Sum13924.3
Variance17.25361815
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
15.219
 
0.9%
12.917
 
0.8%
12.417
 
0.8%
13.115
 
0.7%
13.814
 
0.7%
13.614
 
0.7%
12.614
 
0.7%
14.314
 
0.7%
13.514
 
0.7%
13.713
 
0.6%
Other values (177)842
41.9%
(Missing)1015
50.5%
ValueCountFrequency (%)
-1.21
< 0.1%
-0.81
< 0.1%
2.92
0.1%
3.21
< 0.1%
4.31
< 0.1%
4.51
< 0.1%
4.71
< 0.1%
4.91
< 0.1%
5.21
< 0.1%
5.31
< 0.1%
ValueCountFrequency (%)
43.71
< 0.1%
34.81
< 0.1%
34.71
< 0.1%
34.31
< 0.1%
331
< 0.1%
30.81
< 0.1%
29.41
< 0.1%
28.61
< 0.1%
27.81
< 0.1%
27.71
< 0.1%

free.calcium
Real number (ℝ≥0)

MISSING

Distinct38
Distinct (%)3.8%
Missing1015
Missing (%)50.5%
Infinite0
Infinite (%)0.0%
Mean1.110392749
Minimum0.89
Maximum1.39
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum0.89
5-th percentile1.026
Q11.08
median1.11
Q31.14
95-th percentile1.19
Maximum1.39
Range0.5
Interquartile range (IQR)0.06

Descriptive statistics

Standard deviation0.05264521801
Coefficient of variation (CV)0.04741134887
Kurtosis1.982966562
Mean1.110392749
Median Absolute Deviation (MAD)0.03
Skewness0.01069951426
Sum1102.62
Variance0.00277151898
MonotocityNot monotonic
Histogram with fixed size bins (bins=38)
ValueCountFrequency (%)
1.183
 
4.1%
1.1481
 
4.0%
1.1277
 
3.8%
1.0976
 
3.8%
1.1176
 
3.8%
1.1370
 
3.5%
1.0767
 
3.3%
1.0860
 
3.0%
1.1553
 
2.6%
1.1749
 
2.4%
Other values (28)301
 
15.0%
(Missing)1015
50.5%
ValueCountFrequency (%)
0.891
 
< 0.1%
0.921
 
< 0.1%
0.943
 
0.1%
0.951
 
< 0.1%
0.965
 
0.2%
0.974
 
0.2%
0.994
 
0.2%
16
0.3%
1.0111
0.5%
1.0214
0.7%
ValueCountFrequency (%)
1.391
 
< 0.1%
1.381
 
< 0.1%
1.31
 
< 0.1%
1.271
 
< 0.1%
1.261
 
< 0.1%
1.252
 
0.1%
1.243
0.1%
1.232
 
0.1%
1.225
0.2%
1.217
0.3%

total.hemoglobin
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct131
Distinct (%)13.2%
Missing1016
Missing (%)50.6%
Infinite0
Infinite (%)0.0%
Mean124.0887097
Minimum35
Maximum203
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum35
5-th percentile79
Q1110
median127
Q3139
95-th percentile161
Maximum203
Range168
Interquartile range (IQR)29

Descriptive statistics

Standard deviation24.63862312
Coefficient of variation (CV)0.1985565261
Kurtosis0.4207863172
Mean124.0887097
Median Absolute Deviation (MAD)15
Skewness-0.3932338532
Sum123096
Variance607.0617493
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
12928
 
1.4%
13027
 
1.3%
13127
 
1.3%
13724
 
1.2%
12722
 
1.1%
13822
 
1.1%
12522
 
1.1%
12021
 
1.0%
13221
 
1.0%
11021
 
1.0%
Other values (121)757
37.7%
(Missing)1016
50.6%
ValueCountFrequency (%)
351
< 0.1%
421
< 0.1%
431
< 0.1%
481
< 0.1%
501
< 0.1%
531
< 0.1%
541
< 0.1%
561
< 0.1%
571
< 0.1%
591
< 0.1%
ValueCountFrequency (%)
2031
 
< 0.1%
1921
 
< 0.1%
1891
 
< 0.1%
1872
0.1%
1851
 
< 0.1%
1831
 
< 0.1%
1811
 
< 0.1%
1793
0.1%
1771
 
< 0.1%
1754
0.2%

GCS
Real number (ℝ≥0)

HIGH CORRELATION

Distinct10
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.8311753
Minimum3
Maximum15
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum3
5-th percentile15
Q115
median15
Q315
95-th percentile15
Maximum15
Range12
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.179835654
Coefficient of variation (CV)0.07955105582
Kurtosis73.78281985
Mean14.8311753
Median Absolute Deviation (MAD)0
Skewness-8.303419118
Sum29781
Variance1.392012171
MonotocityNot monotonic
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
151951
97.2%
1119
 
0.9%
313
 
0.6%
147
 
0.3%
107
 
0.3%
74
 
0.2%
123
 
0.1%
132
 
0.1%
61
 
< 0.1%
41
 
< 0.1%
ValueCountFrequency (%)
313
 
0.6%
41
 
< 0.1%
61
 
< 0.1%
74
 
0.2%
107
 
0.3%
1119
 
0.9%
123
 
0.1%
132
 
0.1%
147
 
0.3%
151951
97.2%
ValueCountFrequency (%)
151951
97.2%
147
 
0.3%
132
 
0.1%
123
 
0.1%
1119
 
0.9%
107
 
0.3%
74
 
0.2%
61
 
< 0.1%
41
 
< 0.1%
313
 
0.6%

dischargeDay
Real number (ℝ≥0)

Distinct54
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.420816733
Minimum1
Maximum123
Zeros0
Zeros (%)0.0%
Memory size15.8 KiB

Quantile statistics

Minimum1
5-th percentile3
Q16
median8
Q310
95-th percentile21
Maximum123
Range122
Interquartile range (IQR)4

Descriptive statistics

Standard deviation8.03025575
Coefficient of variation (CV)0.8523948589
Kurtosis55.34670128
Mean9.420816733
Median Absolute Deviation (MAD)2
Skewness5.824901864
Sum18917
Variance64.4850074
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7271
13.5%
6266
13.2%
8222
11.1%
5188
9.4%
9179
8.9%
10144
 
7.2%
11106
 
5.3%
4104
 
5.2%
368
 
3.4%
1267
 
3.3%
Other values (44)393
19.6%
ValueCountFrequency (%)
131
 
1.5%
237
 
1.8%
368
 
3.4%
4104
 
5.2%
5188
9.4%
6266
13.2%
7271
13.5%
8222
11.1%
9179
8.9%
10144
7.2%
ValueCountFrequency (%)
1231
< 0.1%
1181
< 0.1%
881
< 0.1%
821
< 0.1%
761
< 0.1%
731
< 0.1%
641
< 0.1%
631
< 0.1%
622
0.1%
572
0.1%

ageCat
Categorical

HIGH CORRELATION

Distinct8
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size125.7 KiB
(69,79]
715 
(79,89]
646 
(59,69]
368 
(49,59]
106 
(89,110]
101 
Other values (3)
72 

Length

Max length8
Median length7
Mean length7.050298805
Min length7

Characters and Unicode

Total characters14157
Distinct characters13
Distinct categories4 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row(69,79]
2nd row(69,79]
3rd row(59,69]
4th row(69,79]
5th row(69,79]
ValueCountFrequency (%)
(69,79]715
35.6%
(79,89]646
32.2%
(59,69]368
18.3%
(49,59]106
 
5.3%
(89,110]101
 
5.0%
(39,49]56
 
2.8%
(29,39]12
 
0.6%
(21,29]4
 
0.2%
Histogram of lengths of the category
ValueCountFrequency (%)
69,79715
35.6%
79,89646
32.2%
59,69368
18.3%
49,59106
 
5.3%
89,110101
 
5.0%
39,4956
 
2.8%
29,3912
 
0.6%
21,294
 
0.2%

Most occurring characters

ValueCountFrequency (%)
93911
27.6%
(2008
14.2%
,2008
14.2%
]2008
14.2%
71361
 
9.6%
61083
 
7.6%
8747
 
5.3%
5474
 
3.3%
1206
 
1.5%
4162
 
1.1%
Other values (3)189
 
1.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number8133
57.4%
Open Punctuation2008
 
14.2%
Other Punctuation2008
 
14.2%
Close Punctuation2008
 
14.2%

Most frequent character per category

ValueCountFrequency (%)
93911
48.1%
71361
 
16.7%
61083
 
13.3%
8747
 
9.2%
5474
 
5.8%
1206
 
2.5%
4162
 
2.0%
0101
 
1.2%
368
 
0.8%
220
 
0.2%
ValueCountFrequency (%)
(2008
100.0%
ValueCountFrequency (%)
,2008
100.0%
ValueCountFrequency (%)
]2008
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common14157
100.0%

Most frequent character per script

ValueCountFrequency (%)
93911
27.6%
(2008
14.2%
,2008
14.2%
]2008
14.2%
71361
 
9.6%
61083
 
7.6%
8747
 
5.3%
5474
 
3.3%
1206
 
1.5%
4162
 
1.1%
Other values (3)189
 
1.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII14157
100.0%

Most frequent character per block

ValueCountFrequency (%)
93911
27.6%
(2008
14.2%
,2008
14.2%
]2008
14.2%
71361
 
9.6%
61083
 
7.6%
8747
 
5.3%
5474
 
3.3%
1206
 
1.5%
4162
 
1.1%
Other values (3)189
 
1.3%

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

Sample

First rows

inpatient.numberUnnamed: 0DestinationDischargeadmission.wardadmission.wayoccupationdischarge.departmentvisit.timesgenderbody.temperaturepulserespirationsystolic.blood.pressurediastolic.blood.pressuremapweightheightBMItype.of.heart.failureNYHA.cardiac.function.classificationKillip.grademyocardial.infarctioncongestive.heart.failureperipheral.vascular.diseasecerebrovascular.diseasedementiaChronic.obstructive.pulmonary.diseaseconnective.tissue.diseasepeptic.ulcer.diseasediabetesmoderate.to.severe.chronic.kidney.diseasehemiplegialeukemiamalignant.lymphomasolid.tumorliver.diseaseAIDSCCI.scoretype.II.respiratory.failureconsciousnesseye.openingverbal.responsemovementrespiratory.support.oxygen.inhalationfio2acute.renal.failureLVEFleft.ventricular.end.diastolic.diameter.LVmitral.valve.EMSmitral.valve.AMSEAtricuspid.valve.return.velocitytricuspid.valve.return.pressureoutcome.during.hospitalizationdeath.within.28.daysre.admission.within.28.daysdeath.within.3.monthsre.admission.within.3.monthsdeath.within.6.monthsre.admission.within.6.monthstime.of.death..days.from.admission.re.admission.time..days.from.admission.return.to.emergency.department.within.6.monthstime.to.emergency.department.within.6.monthscreatinine.enzymatic.methodureauric.acidglomerular.filtration.ratecystatinwhite.blood.cellmonocyte.ratiomonocyte.countred.blood.cellcoefficient.of.variation.of.red.blood.cell.distribution.widthstandard.deviation.of.red.blood.cell.distribution.widthmean.corpuscular.volumehematocritlymphocyte.countmean.hemoglobin.volumemean.hemoglobin.concentrationmean.platelet.volumebasophil.ratiobasophil.counteosinophil.ratioeosinophil.counthemoglobinplateletplatelet.distribution.widthplatelet.hematocritneutrophil.rationeutrophil.countD.dimerinternational.normalized.ratioactivated.partial.thromboplastin.timethrombin.timeprothrombin.activityprothrombin.time.ratiofibrinogenhigh.sensitivity.troponinmyoglobincarbon.dioxide.binding.capacitycalciumpotassiumchloridesodiumInorganic.Phosphorusserum.magnesiumcreatine.kinase.isoenzyme.to.creatine.kinasehydroxybutyrate.dehydrogenase.to.lactate.dehydrogenasehydroxybutyrate.dehydrogenaseglutamic.oxaloacetic.transaminasecreatine.kinasecreatine.kinase.isoenzymelactate.dehydrogenasebrain.natriuretic.peptidehigh.sensitivity.proteinnucleotidasefucosidasealbuminwhite.globulin.ratiocholinesteraseglutamyltranspeptidaseglutamic.pyruvic.transaminaseglutamic.oxaliplatinindirect.bilirubinalkaline.phosphataseglobulindirect.bilirubintotal.bilirubintotal.bile.acidtotal.proteinerythrocyte.sedimentation.ratecholesterollow.density.lipoprotein.cholesteroltriglyceridehigh.density.lipoprotein.cholesterolhomocysteineapolipoprotein.Aapolipoprotein.BlipoproteinpHstandard.residual.basestandard.bicarbonatepartial.pressure.of.carbon.dioxidetotal.carbon.dioxidemethemoglobinhematocrit.blood.gasreduced.hemoglobinpotassium.ionchloride.ionsodium.ionglucose.blood.gaslactatemeasured.residual.basemeasured.bicarbonatecarboxyhemoglobinbody.temperature.blood.gasoxygen.saturationpartial.oxygen.pressureoxyhemoglobinanion.gapfree.calciumtotal.hemoglobinGCSdischargeDayageCat
08577811HomeCardiologyNonEmergencyUrbanResidentCardiology1Male36.787191026476.66666750.01.6418.590125BothIIIIII00000100.010.000000.002.0NonTypeIIClear456NoneOxygenTherapy330NaNNaNNaNNaNNaNNaNNaNAlive000000NaNNaN0.0NaN108.312.55685.058.571.329.430.0850.804.0915.050.394.50.3871.5132.0338.014.00.0060.050.0020.02131.0102.016.60.1420.7467.051.191.3933.417.060.31.373.840.094NaN21.62.285.59101.9134.6NaNNaN0.220000.63185.081.043.09.6294.01500.177.63.520.538.11.6NaN83.065.01.0211.461.023.86.918.34.961.9NaN3.461.902.690.84NaNNaNNaNNaN7.44-3.022.732.022.20.337.03.45.63103.0136.45.82.5-2.121.20.437.097.093.095.917.81.14125.01511(69,79]
17430872HomeCardiologyNonEmergencyUrbanResidentCardiology1Female36.895181507096.66666751.01.6319.195303BothIIII00000000.000.000000.000.0NonTypeIIClear456NoneOxygenTherapy330NaN40.01.161.52NaN3.3447.0Alive000000NaNNaN0.0NaN62.04.29170.085.431.255.320.0660.353.9313.040.788.60.3491.1828.9326.011.30.0020.010.0090.05114.0123.016.10.1390.7023.731.061.1635.918.465.11.182.620.017NaN26.52.283.62105.6144.0NaNNaN0.160000.84170.021.0107.017.2203.0361.70NaN2.221.940.71.6NaN17.019.0NaN13.169.025.45.218.32.466.1NaN3.151.260.841.30NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN158(69,79]
28664183HomeCardiologyNonEmergencyfarmerCardiology2Male36.598181026778.66666770.01.7024.221453BothIIII00000000.000.000000.000.0NonTypeIIClear456NoneOxygenTherapy330NaN46.00.840.127.002.8032.0Alive000000NaNNaN0.0NaN185.115.99567.031.512.4313.010.0510.674.4312.944.596.40.4270.7532.6339.012.00.0020.030.0020.02144.0169.016.50.2030.88711.540.831.1036.214.985.71.095.740.010NaN21.62.564.15107.0142.2NaNNaN0.380000.77105.09.038.014.6137.0293.95NaN2.312.333.11.2NaN27.010.01.107.576.027.74.411.92.460.8NaN3.792.131.530.94NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN155(59,69]
37759284HomeCardiologyEmergencyUrbanResidentCardiology1Male36.073191107486.00000065.01.7022.491349BothIIIII00000100.001.000000.002.0NonTypeIIClear456NoneOxygenTherapy330NaNNaNNaNNaNNaNNaNNaNAlive010101NaN19.01.019.0104.88.16635.058.012.322.180.0870.192.7118.869.0102.20.2770.7134.7339.012.40.0000.000.0280.0694.035.019.40.0320.5591.221.391.3738.318.360.91.362.630.349NaN21.12.353.76101.6136.3NaNNaNNaNNaNNaNNaNNaNNaNNaN1071.40NaN11.219.440.11.5NaN134.09.0NaN26.2191.027.025.451.69.467.1NaN2.921.310.920.98NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1511(69,79]
48101285HomeCardiologyNonEmergencyUrbanResidentCardiology1Female35.088191346286.00000076.01.5531.633715BothIIIII00000000.000.000000.000.0NonTypeIIClear456NoneOxygenTherapy330NaN64.01.200.901.33NaNNaNAlive000000NaNNaN0.0NaN83.96.86432.060.521.356.140.0860.534.2014.747.790.00.3781.2728.6317.012.60.0020.010.0080.05120.0104.016.40.1310.6974.280.571.1934.616.474.91.193.500.115NaN22.82.423.94104.3136.6NaNNaN0.110000.92270.030.0122.013.6295.0372.875.92.912.342.31.4NaN17.019.0NaN6.961.029.64.911.83.371.9NaN2.681.210.620.91NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN155(69,79]
58233186HomeCardiologyNonEmergencyUrbanResidentCardiology1Female36.011018966474.66666745.01.5618.491124BothIIII00000000.000.000000.000.0NonTypeIIClear456NoneOxygenTherapy330NaNNaNNaNNaNNaNNaNNaNAlive010101NaN15.01.015.0163.026.36717.025.284.7810.820.0660.713.4414.644.385.10.2930.6029.1342.010.00.0030.030.0030.03100.0189.016.20.1880.8739.451.461.1736.014.676.61.175.310.145NaN22.12.315.4482.2120.0NaNNaN0.360000.84197.020.054.019.5235.01648.8834.02.117.036.91.6NaN37.023.00.835.5120.022.43.99.42.159.3NaN4.092.471.760.73NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN156(79,89]
68440947HomeCardiologyNonEmergencyUrbanResidentCardiology2Male36.052251295479.00000060.01.6522.038567BothIIII00000100.000.000000.001.0NonTypeIIClear456NoneOxygenTherapy330NaNNaNNaNNaNNaNNaNNaNAlive000000NaNNaN0.0NaN266.010.70392.018.684.287.410.0750.553.3514.155.6112.70.3781.2835.0310.012.70.0020.020.0340.25117.083.017.20.1060.7165.315.271.2528.617.669.31.253.160.123NaN19.32.174.73103.1133.9NaNNaN0.220000.79177.018.074.016.3224.03147.3146.82.628.734.71.4NaN60.010.01.307.384.025.38.916.23.060.0NaN2.180.840.351.05NaNNaNNaNNaN7.32-9.217.833.017.90.236.06.64.57104.0129.86.71.9-8.216.90.337.093.078.092.913.51.13124.01510(79,89]
77875308HealthcareFacilityCardiologyEmergencyUrbanResidentCardiology1Female36.094181126077.33333350.01.5520.811655BothIIIII00000000.000.000000.000.0NonTypeIIClear456NoneOxygenTherapy330NaNNaNNaNNaNNaNNaNNaNAlive000101NaN58.01.058.088.18.37544.054.701.667.330.0820.603.9214.352.5101.80.3991.3533.8332.011.90.0030.020.0120.09132.0116.016.30.1380.7195.270.661.2934.117.155.71.332.510.072NaN27.72.153.4399.8137.8NaNNaN0.220000.65212.027.0117.025.3327.0801.74NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1527(69,79]
87954209HomeCardiologyNonEmergencyUrbanResidentCardiology1Female36.2852416685112.00000060.01.5524.973985BothIIIII00010000.000.000000.001.0NonTypeIIClear456NoneOxygenTherapy330NaNNaNNaNNaNNaNNaNNaNAlive000000NaNNaN0.0NaN114.210.59454.037.002.074.240.0520.224.1114.546.689.70.3680.2429.3326.013.10.0040.020.0080.03120.0117.016.80.1540.8803.730.761.0533.414.891.71.052.660.045NaN33.62.323.81102.9143.7NaNNaN0.081780.71182.019.0236.019.3256.0259.6114.32.019.137.31.4NaN22.09.0NaN8.068.027.14.712.71.964.4NaN5.132.130.521.72NaNNaNNaNNaN7.374.527.853.031.50.129.02.53.53105.0138.66.91.13.729.80.337.098.0103.097.17.31.1398.01520(79,89]
982980110HomeCardiologyNonEmergencyUrbanResidentCardiology1Female36.565181308096.66666756.01.5623.011177BothIIII10000000.000.000000.001.0NonTypeIIClear456NoneOxygenTherapy330NaN42.01.280.0621.302.7030.0Alive000000NaNNaN1.0NaN49.67.09338.0113.461.136.660.0600.404.0713.846.692.50.3770.9530.5329.014.20.0010.010.0020.02124.0144.016.60.2050.7935.280.681.2327.417.470.81.232.480.027NaN26.12.493.49106.3145.2NaNNaN0.210000.89238.031.069.014.6268.0528.87NaN4.223.038.02.1NaN92.044.00.649.2103.018.54.513.73.456.5NaN3.511.521.691.09NaNNaNNaNNaN7.46-1.523.633.023.40.240.012.63.44106.0138.94.91.8-0.722.40.637.087.056.086.613.91.07135.0154(69,79]

Last rows

inpatient.numberUnnamed: 0DestinationDischargeadmission.wardadmission.wayoccupationdischarge.departmentvisit.timesgenderbody.temperaturepulserespirationsystolic.blood.pressurediastolic.blood.pressuremapweightheightBMItype.of.heart.failureNYHA.cardiac.function.classificationKillip.grademyocardial.infarctioncongestive.heart.failureperipheral.vascular.diseasecerebrovascular.diseasedementiaChronic.obstructive.pulmonary.diseaseconnective.tissue.diseasepeptic.ulcer.diseasediabetesmoderate.to.severe.chronic.kidney.diseasehemiplegialeukemiamalignant.lymphomasolid.tumorliver.diseaseAIDSCCI.scoretype.II.respiratory.failureconsciousnesseye.openingverbal.responsemovementrespiratory.support.oxygen.inhalationfio2acute.renal.failureLVEFleft.ventricular.end.diastolic.diameter.LVmitral.valve.EMSmitral.valve.AMSEAtricuspid.valve.return.velocitytricuspid.valve.return.pressureoutcome.during.hospitalizationdeath.within.28.daysre.admission.within.28.daysdeath.within.3.monthsre.admission.within.3.monthsdeath.within.6.monthsre.admission.within.6.monthstime.of.death..days.from.admission.re.admission.time..days.from.admission.return.to.emergency.department.within.6.monthstime.to.emergency.department.within.6.monthscreatinine.enzymatic.methodureauric.acidglomerular.filtration.ratecystatinwhite.blood.cellmonocyte.ratiomonocyte.countred.blood.cellcoefficient.of.variation.of.red.blood.cell.distribution.widthstandard.deviation.of.red.blood.cell.distribution.widthmean.corpuscular.volumehematocritlymphocyte.countmean.hemoglobin.volumemean.hemoglobin.concentrationmean.platelet.volumebasophil.ratiobasophil.counteosinophil.ratioeosinophil.counthemoglobinplateletplatelet.distribution.widthplatelet.hematocritneutrophil.rationeutrophil.countD.dimerinternational.normalized.ratioactivated.partial.thromboplastin.timethrombin.timeprothrombin.activityprothrombin.time.ratiofibrinogenhigh.sensitivity.troponinmyoglobincarbon.dioxide.binding.capacitycalciumpotassiumchloridesodiumInorganic.Phosphorusserum.magnesiumcreatine.kinase.isoenzyme.to.creatine.kinasehydroxybutyrate.dehydrogenase.to.lactate.dehydrogenasehydroxybutyrate.dehydrogenaseglutamic.oxaloacetic.transaminasecreatine.kinasecreatine.kinase.isoenzymelactate.dehydrogenasebrain.natriuretic.peptidehigh.sensitivity.proteinnucleotidasefucosidasealbuminwhite.globulin.ratiocholinesteraseglutamyltranspeptidaseglutamic.pyruvic.transaminaseglutamic.oxaliplatinindirect.bilirubinalkaline.phosphataseglobulindirect.bilirubintotal.bilirubintotal.bile.acidtotal.proteinerythrocyte.sedimentation.ratecholesterollow.density.lipoprotein.cholesteroltriglyceridehigh.density.lipoprotein.cholesterolhomocysteineapolipoprotein.Aapolipoprotein.BlipoproteinpHstandard.residual.basestandard.bicarbonatepartial.pressure.of.carbon.dioxidetotal.carbon.dioxidemethemoglobinhematocrit.blood.gasreduced.hemoglobinpotassium.ionchloride.ionsodium.ionglucose.blood.gaslactatemeasured.residual.basemeasured.bicarbonatecarboxyhemoglobinbody.temperature.blood.gasoxygen.saturationpartial.oxygen.pressureoxyhemoglobinanion.gapfree.calciumtotal.hemoglobinGCSdischargeDayageCat
19988181851999HomeCardiologyNonEmergencyUrbanResidentCardiology1Female36.2801914490108.00000042.01.4021.428571BothIVIII01000000.000.000000.001.0NonTypeIIClear456NoneOxygenTherapy330NaN48.0NaNNaNNaN2.49NaNAlive000000NaNNaN0.0NaN48.47.71296.0107.430.913.260.0930.303.5815.050.292.80.3320.5429.7321.014.20.0090.030.0070.02106.069.016.40.0980.7262.371.411.2437.417.970.001.242.080.018NaN24.52.153.95107.4141.3NaNNaN0.100.79170.031.0159.016.3214.0341.262.115.320.940.91.7NaN125.018.0NaN29.6264.023.621.350.97.564.5NaN3.221.140.501.62NaNNaNNaNNaN7.38-3.621.937.022.70.234.00.63.88108.0139.44.51.3-3.221.50.237.099.0218.099.013.81.10116.0157(79,89]
19998042092000UnknownOthersNonEmergencyUrbanResidentOthers1Female36.590201006073.33333340.01.5516.649324BothIIIII01010000.010.010000.004.0NonTypeIIClear456NoneOxygenTherapy330NaNNaNNaNNaNNaNNaNNaNAlive000101NaN30.01.030.041.27.66243.0125.131.9313.940.1001.392.6114.849.192.60.2411.3331.6342.09.80.0020.030.0210.3083.0144.016.20.1410.78210.89NaNNaNNaNNaNNaNNaNNaNNaNNaN24.32.054.6577.7114.40.900.62NaNNaNNaNNaNNaNNaNNaN267.8175.1NaNNaN24.91.1NaN21.019.0NaN7.552.022.68.516.0NaN47.5NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1529(89,110]
20007560452001HomeCardiologyNonEmergencyUrbanResidentCardiology1Female36.3951812096104.00000040.01.5017.777778BothIVII01000100.000.000000.002.0NonTypeIIClear456NoneOxygenTherapy330NaN41.0NaNNaNNaN4.10NaNAlive000000NaNNaN0.0NaN59.86.02444.091.141.494.190.0610.264.3812.645.1100.50.4401.5032.7325.010.50.0040.020.0220.09143.0119.016.50.1250.5552.320.891.1429.116.268.301.152.830.019NaN34.52.163.5596.1143.2NaNNaN0.110.87223.028.0185.020.2255.0509.57NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1510(69,79]
20017267012002HealthcareFacilityGeneralWardEmergencyUrbanResidentGeneralWard1Male36.2100221108090.00000060.01.6023.437500BothIIIII01000000.000.000000.001.0NonTypeIIClear456NoneOxygenTherapy29051.046.0NaNNaNNaNNaNNaNAlive000101NaN46.01.046.069.74.83359.0NaN1.276.880.1060.733.4514.348.894.20.3250.9530.2320.011.90.0030.020.0100.07104.0134.013.90.1620.7435.111.481.3039.517.556.181.332.490.021NaN24.02.403.71107.8140.00.920.840.170.79187.030.075.012.9236.0531.075.54.923.531.10.9NaN79.027.0NaN9.4115.032.85.615.05.863.9NaN3.762.200.710.8416.770.980.82510.07.46-0.724.633.024.00.345.00.63.75105.0138.78.71.60.123.00.237.099.0169.098.914.41.11154.01510(79,89]
20027545892003HealthcareFacilityGeneralWardEmergencyUrbanResidentGeneralWard1Female36.51001914890109.33333352.51.5322.427272BothIIIII01000000.000.000000.001.0NonTypeIIClear456NoneOxygenTherapy29045.051.0NaNNaNNaN4.00NaNAlive000000NaNNaN0.0NaN61.86.59537.084.561.106.270.0970.614.1315.856.2101.20.4181.7732.7323.0NaN0.0030.020.0080.05135.095.0NaNNaN0.6103.820.741.3333.517.453.761.362.630.030NaN19.82.313.61109.3142.01.130.780.330.81217.021.072.023.9269.02290.604.03.421.434.01.6NaN33.017.0NaN14.351.021.08.723.010.755.0NaN4.092.430.990.6715.000.940.8836.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN158(69,79]
20037406892004HealthcareFacilityGeneralWardEmergencyOthersGeneralWard1Female36.1117221208093.33333335.01.5015.555556BothIVI01000000.001.000000.002.0NonTypeIIClear456NoneOxygenTherapy330NaNNaNNaNNaNNaNNaNNaNDischargeAgainstOrder000000NaNNaN0.0NaN115.38.72739.038.412.494.040.1340.544.3916.150.387.00.3820.6028.6329.014.40.0050.020.0120.05126.0119.023.30.1740.7002.831.351.0825.317.883.331.082.010.028NaN24.62.403.51101.5141.00.850.560.200.88194.016.044.08.9221.01056.283.64.314.934.91.0NaN27.06.0NaN7.859.033.54.512.31.968.4NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN155(79,89]
20047342802005HealthcareFacilityGeneralWardEmergencyUrbanResidentGeneralWard1Female36.370211208697.33333350.01.5520.811655BothIVII01000000.000.000000.001.0NonTypeIIClear456NoneOxygenTherapy290NaNNaNNaNNaNNaN2.78NaNAlive000000NaNNaN0.0NaN63.15.96396.0NaN1.314.580.0720.334.1918.653.880.40.3370.7323.6294.011.30.0040.020.0110.0599.0148.014.40.1700.7543.450.831.3443.317.952.631.381.960.042NaN23.52.233.81102.8136.00.900.780.310.85165.011.031.09.5195.0503.820.71.722.332.01.0NaN14.010.0NaN20.166.031.721.741.83.063.7NaN1.530.930.380.6125.330.750.39179.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN158(79,89]
20057810042006HealthcareFacilityCardiologyEmergencyUrbanResidentCardiology1Male36.811319135100111.66666775.01.7025.951557BothIIII01000000.010.000000.002.0NonTypeIIClear456NoneOxygenTherapy330NaNNaNNaNNaNNaNNaNNaNAlive000101NaN76.01.076.051.94.27377.0172.281.165.390.0700.385.7514.044.388.40.5080.8630.9349.012.80.0040.020.0070.04178.0136.016.60.1740.7604.090.391.2738.620.467.801.271.680.470NaN24.02.343.5697.4132.1NaNNaN0.260.87186.058.093.024.5214.0548.97NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1514(39,49]
20067448702007UnknownCardiologyNonEmergencyUrbanResidentCardiology1Male36.413419927278.66666740.01.5017.777778BothIVIV01000000.001.000000.002.0NonTypeIINonresponsive111IMVOxygenTherapy410NaNNaNNaNNaNNaNNaNNaNDischargeAgainstOrder1010101.0NaN0.0NaN191.135.871409.032.752.849.700.0790.764.0512.842.795.30.3861.0232.8344.013.10.0030.020.0000.00133.0180.016.30.2350.8137.901.382.2630.616.022.702.414.310.129NaN19.32.375.8278.8120.0NaNNaN0.110.47322.0702.0274.029.8687.02614.12NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN7.50-4.322.325.019.60.241.03.95.7285.0119.96.24.7-2.518.80.337.096.084.095.621.80.94139.031(49,59]
20077918642008HomeCardiologyEmergencyUrbanResidentCardiology1Female36.31001914280100.66666745.01.5518.730489LeftIIII01000000.001.000000.002.0NonTypeIIClear456NoneOxygenTherapy330NaNNaNNaNNaNNaNNaNNaNAlive000000NaNNaN0.0NaN104.09.26401.043.821.415.340.0600.324.0417.255.589.60.3621.2028.7320.011.50.0070.040.0110.06116.0185.016.20.2130.6973.720.861.2331.918.070.801.233.160.005NaN17.32.304.68106.9140.6NaNNaN0.170.71164.058.069.011.6230.01440.49NaN7.416.841.01.3NaN41.048.0NaN23.4112.031.312.936.32.772.3NaN4.912.940.821.37NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN156(79,89]